This document compares the results of at least 2 CASAL model configurations (base and at least one sensitivity) and up to 8 Casal2 model configurations (3 BetaDiff, 2 CppAD, and 3 ADOL-C).
The CASAL model sensitivity 1 has a smaller minimisation tolerance value than the CASAL base model (1e-9 vs. 1e-6).
The Casal2 ADOL-C and BetaDiff low tolerance models have a smaller tolerance value than the CASAL base model (1e-9 vs. 1e-6). The Casal2 CppAD models have a tolerance value of 1e-9.
The main characteristics of the Test Case HOK (hoki) CASAL model are:
Observation data include:
Parameters estimated include:
## [1] "Mon Aug 3 12:02:36 2020"
## R version 3.6.0 (2019-04-26)
## Platform: x86_64-redhat-linux-gnu (64-bit)
## Running under: CentOS Linux 7 (Core)
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## Matrix products: default
## BLAS/LAPACK: /usr/lib64/R/lib/libRblas.so
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## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] casal2_1.0 casal_2.30 devtools_2.3.1 usethis_1.6.1 rlist_0.4.6.1
## [6] ggthemes_4.2.0 gridExtra_2.3 coda_0.19-3 ggmcmc_1.4.1 ggplot2_3.3.2
## [11] tidyr_1.1.0 dplyr_1.0.1
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## loaded via a namespace (and not attached):
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## [5] lattice_0.20-38 testthat_2.3.2 colorspace_1.4-1 vctrs_0.3.2
## [9] generics_0.0.2 htmltools_0.5.0 yaml_2.2.1 rlang_0.4.7
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## [17] RColorBrewer_1.1-2 sessioninfo_1.1.1 lifecycle_0.2.0 plyr_1.8.6
## [21] stringr_1.4.0 munsell_0.5.0 gtable_0.3.0 evaluate_0.14
## [25] memoise_1.1.0 knitr_1.29 GGally_1.4.0 callr_3.4.3
## [29] ps_1.3.3 fansi_0.4.1 Rcpp_1.0.5 scales_1.1.1
## [33] backports_1.1.8 desc_1.2.0 pkgload_1.1.0 fs_1.5.0
## [37] digest_0.6.25 stringi_1.4.6 processx_3.4.3 grid_3.6.0
## [41] rprojroot_1.3-2 cli_2.0.2 tools_3.6.0 magrittr_1.5
## [45] tibble_3.0.3 crayon_1.3.4 pkgconfig_2.0.3 ellipsis_0.3.1
## [49] data.table_1.13.0 prettyunits_1.1.1 assertthat_0.2.1 rmarkdown_2.3
## [53] reshape_0.8.8 R6_2.4.1 compiler_3.6.0
source('../../R-functions/report_read_in_CASAL_MPD_files.R')
source('../../R-functions/report_read_in_Casal2_MPD_files.R')
Tables of parameter estimates and objective function components for the CASAL and Casal2 model MPD results
| rownames | Base_Model | Sensitivity_1 | Percent_Diff |
| q[CSacous].q | 0.43120 | 0.43120 | 0.000 |
| q[WCacous].q | 0.30030 | 0.30020 | 0.033 |
| q[CRsum].q | 0.07431 | 0.07431 | 0.000 |
| q[SAsum].q | 0.05925 | 0.05925 | 0.000 |
| q[SAaut].q | 0.06717 | 0.06717 | 0.000 |
| relative_abundance[CRsumbio].cv_process_error | 0.14050 | 0.14050 | 0.000 |
| relative_abundance[SAsumbio].cv_process_error | 0.43060 | 0.43060 | 0.000 |
| log_B0_total | 14.34000 | 14.34000 | 0.000 |
| B0_prop_stock1 | 0.32870 | 0.32870 | 0.000 |
| natural_mortality.all | 0.29600 | 0.29600 | 0.000 |
| selectivity[Wspsl].shift_a | -0.21740 | -0.21740 | 0.000 |
| recruitment[E].YCS1 | 0.44780 | 0.44780 | 0.000 |
| recruitment[E].YCS2 | 0.72680 | 0.72680 | 0.000 |
| recruitment[E].YCS3 | 0.78450 | 0.78450 | 0.000 |
| recruitment[E].YCS4 | 1.36000 | 1.36000 | 0.000 |
| recruitment[E].YCS5 | 0.98770 | 0.98780 | -0.010 |
| recruitment[E].YCS6 | 0.32930 | 0.32930 | 0.000 |
| recruitment[E].YCS7 | 0.44720 | 0.44720 | 0.000 |
| recruitment[E].YCS8 | 0.26560 | 0.26560 | 0.000 |
| recruitment[E].YCS9 | 0.43420 | 0.43420 | 0.000 |
| recruitment[E].YCS10 | 0.48800 | 0.48800 | 0.000 |
| recruitment[E].YCS11 | 0.39570 | 0.39570 | 0.000 |
| recruitment[E].YCS12 | 0.21790 | 0.21790 | 0.000 |
| recruitment[E].YCS13 | 1.03600 | 1.03600 | 0.000 |
| recruitment[E].YCS14 | 0.95890 | 0.95890 | 0.000 |
| recruitment[E].YCS15 | 0.42900 | 0.42900 | 0.000 |
| recruitment[E].YCS16 | 0.13810 | 0.13810 | 0.000 |
| recruitment[E].YCS17 | 0.37500 | 0.37500 | 0.000 |
| recruitment[E].YCS18 | 0.39170 | 0.39160 | 0.026 |
| recruitment[E].YCS19 | 0.38310 | 0.38310 | 0.000 |
| recruitment[E].YCS20 | 0.56290 | 0.56290 | 0.000 |
| recruitment[E].YCS21 | 0.26400 | 0.26400 | 0.000 |
| recruitment[E].YCS22 | 0.28450 | 0.28450 | 0.000 |
| recruitment[E].YCS23 | 0.45000 | 0.45000 | 0.000 |
| recruitment[E].YCS24 | 0.25310 | 0.25310 | 0.000 |
| recruitment[E].YCS25 | 0.06000 | 0.06000 | 0.000 |
| recruitment[E].YCS26 | 0.46220 | 0.46220 | 0.000 |
| recruitment[E].YCS27 | 0.16160 | 0.16160 | 0.000 |
| recruitment[E].YCS28 | 0.26690 | 0.26690 | 0.000 |
| recruitment[E].YCS29 | 0.50040 | 0.50040 | 0.000 |
| recruitment[E].YCS30 | 0.52000 | 0.52000 | 0.000 |
| recruitment[E].YCS31 | 0.50880 | 0.50880 | 0.000 |
| recruitment[E].YCS32 | 0.60060 | 0.60060 | 0.000 |
| recruitment[E].YCS33 | 0.52210 | 0.52210 | 0.000 |
| recruitment[E].YCS34 | 0.37300 | 0.37300 | 0.000 |
| recruitment[E].YCS35 | 0.52680 | 0.52680 | 0.000 |
| recruitment[E].YCS36 | 0.15860 | 0.15860 | 0.000 |
| recruitment[E].YCS37 | 0.66060 | 0.66060 | 0.000 |
| recruitment[E].YCS38 | 0.15600 | 0.15600 | 0.000 |
| recruitment[E].YCS39 | 0.18580 | 0.18580 | 0.000 |
| recruitment[E].YCS40 | 0.73060 | 0.73060 | 0.000 |
| recruitment[E].YCS41 | 0.73910 | 0.73900 | 0.014 |
| recruitment[E].YCS42 | 1.19500 | 1.19500 | 0.000 |
| recruitment[W].YCS1 | 0.45700 | 0.45700 | 0.000 |
| recruitment[W].YCS2 | 0.82220 | 0.82220 | 0.000 |
| recruitment[W].YCS3 | 0.67000 | 0.67000 | 0.000 |
| recruitment[W].YCS4 | 0.65390 | 0.65390 | 0.000 |
| recruitment[W].YCS5 | 0.46590 | 0.46590 | 0.000 |
| recruitment[W].YCS6 | 0.51510 | 0.51510 | 0.000 |
| recruitment[W].YCS7 | 0.57820 | 0.57820 | 0.000 |
| recruitment[W].YCS8 | 0.47330 | 0.47330 | 0.000 |
| recruitment[W].YCS9 | 0.87190 | 0.87190 | 0.000 |
| recruitment[W].YCS10 | 0.83640 | 0.83650 | -0.012 |
| recruitment[W].YCS11 | 0.32020 | 0.32020 | 0.000 |
| recruitment[W].YCS12 | 0.16500 | 0.16500 | 0.000 |
| recruitment[W].YCS13 | 1.47600 | 1.47600 | 0.000 |
| recruitment[W].YCS14 | 0.77270 | 0.77280 | -0.013 |
| recruitment[W].YCS15 | 0.08135 | 0.08135 | 0.000 |
| recruitment[W].YCS16 | 0.08158 | 0.08158 | 0.000 |
| recruitment[W].YCS17 | 0.89280 | 0.89280 | 0.000 |
| recruitment[W].YCS18 | 1.26800 | 1.26800 | 0.000 |
| recruitment[W].YCS19 | 0.37720 | 0.37720 | 0.000 |
| recruitment[W].YCS20 | 0.95940 | 0.95940 | 0.000 |
| recruitment[W].YCS21 | 0.22110 | 0.22110 | 0.000 |
| recruitment[W].YCS22 | 0.19720 | 0.19720 | 0.000 |
| recruitment[W].YCS23 | 0.23790 | 0.23800 | -0.042 |
| recruitment[W].YCS24 | 0.20290 | 0.20290 | 0.000 |
| recruitment[W].YCS25 | 0.06000 | 0.06000 | 0.000 |
| recruitment[W].YCS26 | 0.37300 | 0.37300 | 0.000 |
| recruitment[W].YCS27 | 0.09548 | 0.09548 | 0.000 |
| recruitment[W].YCS28 | 0.79560 | 0.79560 | 0.000 |
| recruitment[W].YCS29 | 0.46520 | 0.46520 | 0.000 |
| recruitment[W].YCS30 | 0.51660 | 0.51660 | 0.000 |
| recruitment[W].YCS31 | 0.51130 | 0.51130 | 0.000 |
| recruitment[W].YCS32 | 0.75540 | 0.75540 | 0.000 |
| recruitment[W].YCS33 | 0.63890 | 0.63890 | 0.000 |
| recruitment[W].YCS34 | 0.61690 | 0.61690 | 0.000 |
| recruitment[W].YCS35 | 0.57840 | 0.57840 | 0.000 |
| recruitment[W].YCS36 | 0.14550 | 0.14550 | 0.000 |
| recruitment[W].YCS37 | 0.97480 | 0.97480 | 0.000 |
| recruitment[W].YCS38 | 0.16020 | 0.16020 | 0.000 |
| recruitment[W].YCS39 | 0.24440 | 0.24440 | 0.000 |
| recruitment[W].YCS40 | 2.19700 | 2.19700 | 0.000 |
| recruitment[W].YCS41 | 2.15200 | 2.15200 | 0.000 |
| recruitment[W].YCS42 | 1.19500 | 1.19500 | 0.000 |
| migration[Whome].rates_all1 | 0.32780 | 0.32780 | 0.000 |
| migration[Whome].rates_all2 | 0.30780 | 0.30780 | 0.000 |
| migration[Whome].rates_all3 | 0.47620 | 0.47620 | 0.000 |
| migration[Whome].rates_all4 | 0.14180 | 0.14180 | 0.000 |
| migration[Whome].rates_all5 | 0.46850 | 0.46840 | 0.021 |
| migration[Whome].rates_all6 | 0.74980 | 0.75030 | -0.067 |
| migration[Whome].rates_all7 | 0.79470 | 0.78840 | 0.793 |
| migration[Whome].rates_all8 | 1.00000 | 1.00000 | 0.000 |
| migration[Espmg].rates_all1 | 0.00566 | 0.00566 | 0.000 |
| migration[Espmg].rates_all2 | 0.16020 | 0.16020 | 0.000 |
| migration[Espmg].rates_all3 | 0.32410 | 0.32410 | 0.000 |
| migration[Espmg].rates_all4 | 0.43120 | 0.43120 | 0.000 |
| migration[Espmg].rates_all5 | 0.38550 | 0.38550 | 0.000 |
| migration[Espmg].rates_all6 | 0.46540 | 0.46530 | 0.021 |
| migration[Espmg].rates_all7 | 0.59900 | 0.59900 | 0.000 |
| migration[Espmg].rates_all8 | 0.60780 | 0.60780 | 0.000 |
| migration[Wspmg].rates_all1 | 0.10610 | 0.10610 | 0.000 |
| migration[Wspmg].rates_all2 | 0.28770 | 0.28770 | 0.000 |
| migration[Wspmg].rates_all3 | 0.27080 | 0.27080 | 0.000 |
| migration[Wspmg].rates_all4 | 0.45530 | 0.45530 | 0.000 |
| migration[Wspmg].rates_all5 | 0.48470 | 0.48470 | 0.000 |
| migration[Wspmg].rates_all6 | 0.52710 | 0.52710 | 0.000 |
| migration[Wspmg].rates_all7 | 0.66060 | 0.66060 | 0.000 |
| migration[Wspmg].rates_all8 | 0.59630 | 0.59630 | 0.000 |
| selectivity[Enspsl].all1 | 3.56700 | 3.56700 | 0.000 |
| selectivity[Enspsl].all2 | 1.22100 | 1.22100 | 0.000 |
| selectivity[Enspsl].all3 | 15.71000 | 15.71000 | 0.000 |
| selectivity[Wnspsl].all1 | 5.34100 | 5.34100 | 0.000 |
| selectivity[Wnspsl].all2 | 2.83900 | 2.83900 | 0.000 |
| selectivity[Wnspsl].all3 | 13.38000 | 13.38000 | 0.000 |
| selectivity[Espsl].all1 | 10.88000 | 10.88000 | 0.000 |
| selectivity[Espsl].all2 | 11.68000 | 11.68000 | 0.000 |
| selectivity[Espsl].all3 | 3.98200 | 3.98200 | 0.000 |
| selectivity[CRsl].all1 | 1.00000 | 1.00000 | 0.000 |
| selectivity[CRsl].all2 | 1.00000 | 1.00000 | 0.000 |
| selectivity[CRsl].all3 | 9.30000 | 9.30000 | 0.000 |
| selectivity[SAsl].all1 | 14.25000 | 14.25000 | 0.000 |
| selectivity[SAsl].all2 | 8.75500 | 8.75600 | -0.011 |
| selectivity[SAsl].all3 | 1.31500 | 1.31500 | 0.000 |
| rownames | betadiff_casal_flags_on | betadiff_casal_flags_off | betadiff_casal_flags_on_low_tol | cppad_casal_flags_on | cppad_casal_flags_off | adolc_casal_flags_on | adolc_casal_flags_off | adolc_casal_flags_on_low_tol |
| catchability[CSacous].q | 0.42724 | 0.42724 | 0.43116 | 0.43116 | 0.43116 | 0.42724 | 0.42724 | 0.43116 |
| catchability[WCacous].q | 0.31284 | 0.31284 | 0.30024 | 0.30024 | 0.30024 | 0.31284 | 0.31284 | 0.30024 |
| catchability[CRsum].q | 0.06832 | 0.06832 | 0.07431 | 0.07431 | 0.07431 | 0.06832 | 0.06832 | 0.07431 |
| catchability[SAsum].q | 0.06717 | 0.06717 | 0.05925 | 0.05925 | 0.05925 | 0.06717 | 0.06717 | 0.05925 |
| catchability[SAaut].q | 0.07578 | 0.07578 | 0.06717 | 0.06717 | 0.06717 | 0.07578 | 0.07578 | 0.06717 |
| observation[CRsumbio].process_error | 0.14094 | 0.14094 | 0.14048 | 0.14048 | 0.14048 | 0.14094 | 0.14094 | 0.14048 |
| observation[SAsumbio].process_error | 0.42364 | 0.42364 | 0.43061 | 0.43061 | 0.43061 | 0.42364 | 0.42364 | 0.43061 |
| process[recruit_E].b0 | 548395.00000 | 548393.00000 | 555125.00000 | 555125.00000 | 555125.00000 | 548396.00000 | 548396.00000 | 555125.00000 |
| process[recruit_W].b0 | 1082670.00000 | 1082670.00000 | 1133680.00000 | 1133680.00000 | 1133680.00000 | 1082670.00000 | 1082670.00000 | 1133680.00000 |
| process[Instant_mortality].m{west.sa} | 0.31271 | 0.31271 | 0.29598 | 0.29598 | 0.29598 | 0.31271 | 0.31271 | 0.29598 |
| time_varying[shifted_mu].a | -0.22921 | -0.22921 | -0.21744 | -0.21744 | -0.21744 | -0.22921 | -0.22921 | -0.21744 |
| process[recruit_E].ycs_values{1975} | 0.44538 | 0.44537 | 0.44782 | 0.44782 | 0.44782 | 0.44538 | 0.44538 | 0.44782 |
| process[recruit_E].ycs_values{1976} | 0.72939 | 0.72939 | 0.72680 | 0.72680 | 0.72680 | 0.72939 | 0.72939 | 0.72680 |
| process[recruit_E].ycs_values{1977} | 0.79231 | 0.79231 | 0.78454 | 0.78454 | 0.78454 | 0.79231 | 0.79232 | 0.78454 |
| process[recruit_E].ycs_values{1978} | 1.38644 | 1.38644 | 1.36001 | 1.36001 | 1.36001 | 1.38645 | 1.38645 | 1.36001 |
| process[recruit_E].ycs_values{1979} | 1.00265 | 1.00264 | 0.98776 | 0.98776 | 0.98776 | 1.00264 | 1.00265 | 0.98776 |
| process[recruit_E].ycs_values{1980} | 0.33437 | 0.33437 | 0.32932 | 0.32932 | 0.32932 | 0.33437 | 0.33437 | 0.32932 |
| process[recruit_E].ycs_values{1981} | 0.45502 | 0.45502 | 0.44723 | 0.44723 | 0.44723 | 0.45502 | 0.45502 | 0.44723 |
| process[recruit_E].ycs_values{1982} | 0.26974 | 0.26974 | 0.26556 | 0.26556 | 0.26556 | 0.26974 | 0.26974 | 0.26556 |
| process[recruit_E].ycs_values{1983} | 0.44106 | 0.44106 | 0.43418 | 0.43418 | 0.43418 | 0.44106 | 0.44106 | 0.43418 |
| process[recruit_E].ycs_values{1984} | 0.49412 | 0.49412 | 0.48804 | 0.48804 | 0.48804 | 0.49412 | 0.49412 | 0.48804 |
| process[recruit_E].ycs_values{1985} | 0.40010 | 0.40010 | 0.39570 | 0.39570 | 0.39570 | 0.40010 | 0.40010 | 0.39570 |
| process[recruit_E].ycs_values{1986} | 0.21978 | 0.21978 | 0.21791 | 0.21791 | 0.21791 | 0.21978 | 0.21978 | 0.21791 |
| process[recruit_E].ycs_values{1987} | 1.04131 | 1.04130 | 1.03640 | 1.03640 | 1.03640 | 1.04131 | 1.04131 | 1.03640 |
| process[recruit_E].ycs_values{1988} | 0.96346 | 0.96346 | 0.95891 | 0.95891 | 0.95891 | 0.96345 | 0.96345 | 0.95891 |
| process[recruit_E].ycs_values{1989} | 0.43095 | 0.43095 | 0.42899 | 0.42899 | 0.42899 | 0.43095 | 0.43095 | 0.42899 |
| process[recruit_E].ycs_values{1990} | 0.13797 | 0.13797 | 0.13810 | 0.13810 | 0.13810 | 0.13797 | 0.13796 | 0.13810 |
| process[recruit_E].ycs_values{1991} | 0.37385 | 0.37385 | 0.37500 | 0.37500 | 0.37500 | 0.37385 | 0.37385 | 0.37500 |
| process[recruit_E].ycs_values{1992} | 0.38858 | 0.38858 | 0.39164 | 0.39164 | 0.39164 | 0.38858 | 0.38858 | 0.39164 |
| process[recruit_E].ycs_values{1993} | 0.37995 | 0.37995 | 0.38310 | 0.38310 | 0.38310 | 0.37995 | 0.37995 | 0.38310 |
| process[recruit_E].ycs_values{1994} | 0.55794 | 0.55794 | 0.56285 | 0.56285 | 0.56285 | 0.55794 | 0.55794 | 0.56285 |
| process[recruit_E].ycs_values{1995} | 0.26178 | 0.26178 | 0.26399 | 0.26399 | 0.26399 | 0.26178 | 0.26178 | 0.26399 |
| process[recruit_E].ycs_values{1996} | 0.28251 | 0.28251 | 0.28447 | 0.28447 | 0.28447 | 0.28251 | 0.28251 | 0.28447 |
| process[recruit_E].ycs_values{1997} | 0.44781 | 0.44781 | 0.45003 | 0.45003 | 0.45003 | 0.44781 | 0.44781 | 0.45003 |
| process[recruit_E].ycs_values{1998} | 0.25264 | 0.25264 | 0.25307 | 0.25307 | 0.25307 | 0.25264 | 0.25264 | 0.25307 |
| process[recruit_E].ycs_values{1999} | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 |
| process[recruit_E].ycs_values{2000} | 0.46013 | 0.46013 | 0.46220 | 0.46220 | 0.46220 | 0.46013 | 0.46013 | 0.46220 |
| process[recruit_E].ycs_values{2001} | 0.16086 | 0.16086 | 0.16165 | 0.16165 | 0.16165 | 0.16086 | 0.16086 | 0.16165 |
| process[recruit_E].ycs_values{2002} | 0.26611 | 0.26611 | 0.26689 | 0.26689 | 0.26689 | 0.26610 | 0.26611 | 0.26689 |
| process[recruit_E].ycs_values{2003} | 0.49959 | 0.49959 | 0.50038 | 0.50038 | 0.50038 | 0.49959 | 0.49959 | 0.50038 |
| process[recruit_E].ycs_values{2004} | 0.52053 | 0.52053 | 0.52003 | 0.52003 | 0.52003 | 0.52053 | 0.52053 | 0.52003 |
| process[recruit_E].ycs_values{2005} | 0.50764 | 0.50764 | 0.50882 | 0.50882 | 0.50882 | 0.50764 | 0.50764 | 0.50882 |
| process[recruit_E].ycs_values{2006} | 0.60013 | 0.60013 | 0.60055 | 0.60055 | 0.60055 | 0.60013 | 0.60013 | 0.60055 |
| process[recruit_E].ycs_values{2007} | 0.52087 | 0.52087 | 0.52215 | 0.52215 | 0.52215 | 0.52087 | 0.52087 | 0.52215 |
| process[recruit_E].ycs_values{2008} | 0.37115 | 0.37115 | 0.37300 | 0.37300 | 0.37300 | 0.37115 | 0.37115 | 0.37300 |
| process[recruit_E].ycs_values{2009} | 0.52790 | 0.52790 | 0.52681 | 0.52681 | 0.52681 | 0.52789 | 0.52789 | 0.52681 |
| process[recruit_E].ycs_values{2010} | 0.15695 | 0.15695 | 0.15864 | 0.15864 | 0.15864 | 0.15695 | 0.15695 | 0.15864 |
| process[recruit_E].ycs_values{2011} | 0.66047 | 0.66047 | 0.66058 | 0.66058 | 0.66058 | 0.66047 | 0.66047 | 0.66058 |
| process[recruit_E].ycs_values{2012} | 0.15554 | 0.15554 | 0.15600 | 0.15600 | 0.15600 | 0.15554 | 0.15554 | 0.15600 |
| process[recruit_E].ycs_values{2013} | 0.18518 | 0.18518 | 0.18584 | 0.18584 | 0.18584 | 0.18518 | 0.18518 | 0.18584 |
| process[recruit_E].ycs_values{2014} | 0.72844 | 0.72844 | 0.73062 | 0.73062 | 0.73062 | 0.72844 | 0.72844 | 0.73062 |
| process[recruit_E].ycs_values{2015} | 0.75586 | 0.75586 | 0.73900 | 0.73900 | 0.73900 | 0.75587 | 0.75586 | 0.73900 |
| process[recruit_E].ycs_values{2016} | 1.18886 | 1.18886 | 1.19515 | 1.19515 | 1.19515 | 1.18886 | 1.18886 | 1.19515 |
| process[recruit_W].ycs_values{1975} | 0.45869 | 0.45869 | 0.45702 | 0.45702 | 0.45702 | 0.45870 | 0.45870 | 0.45702 |
| process[recruit_W].ycs_values{1976} | 0.81422 | 0.81422 | 0.82218 | 0.82218 | 0.82218 | 0.81422 | 0.81422 | 0.82218 |
| process[recruit_W].ycs_values{1977} | 0.68515 | 0.68515 | 0.67000 | 0.67000 | 0.67000 | 0.68515 | 0.68515 | 0.67000 |
| process[recruit_W].ycs_values{1978} | 0.66937 | 0.66937 | 0.65390 | 0.65390 | 0.65390 | 0.66937 | 0.66937 | 0.65390 |
| process[recruit_W].ycs_values{1979} | 0.47307 | 0.47307 | 0.46590 | 0.46590 | 0.46590 | 0.47307 | 0.47307 | 0.46590 |
| process[recruit_W].ycs_values{1980} | 0.52064 | 0.52064 | 0.51512 | 0.51512 | 0.51512 | 0.52064 | 0.52064 | 0.51512 |
| process[recruit_W].ycs_values{1981} | 0.58344 | 0.58344 | 0.57824 | 0.57824 | 0.57824 | 0.58344 | 0.58344 | 0.57824 |
| process[recruit_W].ycs_values{1982} | 0.47462 | 0.47462 | 0.47328 | 0.47328 | 0.47328 | 0.47462 | 0.47462 | 0.47328 |
| process[recruit_W].ycs_values{1983} | 0.87309 | 0.87309 | 0.87192 | 0.87192 | 0.87192 | 0.87309 | 0.87309 | 0.87192 |
| process[recruit_W].ycs_values{1984} | 0.83633 | 0.83633 | 0.83646 | 0.83646 | 0.83646 | 0.83633 | 0.83633 | 0.83646 |
| process[recruit_W].ycs_values{1985} | 0.31942 | 0.31942 | 0.32024 | 0.32024 | 0.32024 | 0.31942 | 0.31942 | 0.32024 |
| process[recruit_W].ycs_values{1986} | 0.16493 | 0.16493 | 0.16497 | 0.16497 | 0.16497 | 0.16493 | 0.16493 | 0.16497 |
| process[recruit_W].ycs_values{1987} | 1.48007 | 1.48007 | 1.47555 | 1.47555 | 1.47555 | 1.48007 | 1.48007 | 1.47555 |
| process[recruit_W].ycs_values{1988} | 0.77454 | 0.77454 | 0.77276 | 0.77276 | 0.77276 | 0.77454 | 0.77454 | 0.77276 |
| process[recruit_W].ycs_values{1989} | 0.08148 | 0.08148 | 0.08134 | 0.08134 | 0.08134 | 0.08148 | 0.08148 | 0.08134 |
| process[recruit_W].ycs_values{1990} | 0.08183 | 0.08183 | 0.08158 | 0.08158 | 0.08158 | 0.08183 | 0.08183 | 0.08158 |
| process[recruit_W].ycs_values{1991} | 0.89197 | 0.89197 | 0.89280 | 0.89280 | 0.89280 | 0.89197 | 0.89197 | 0.89280 |
| process[recruit_W].ycs_values{1992} | 1.26757 | 1.26757 | 1.26778 | 1.26778 | 1.26778 | 1.26757 | 1.26758 | 1.26778 |
| process[recruit_W].ycs_values{1993} | 0.37652 | 0.37652 | 0.37722 | 0.37722 | 0.37722 | 0.37652 | 0.37652 | 0.37722 |
| process[recruit_W].ycs_values{1994} | 0.95579 | 0.95579 | 0.95939 | 0.95939 | 0.95939 | 0.95579 | 0.95579 | 0.95939 |
| process[recruit_W].ycs_values{1995} | 0.22026 | 0.22026 | 0.22113 | 0.22113 | 0.22113 | 0.22026 | 0.22027 | 0.22113 |
| process[recruit_W].ycs_values{1996} | 0.19632 | 0.19632 | 0.19718 | 0.19718 | 0.19718 | 0.19632 | 0.19632 | 0.19718 |
| process[recruit_W].ycs_values{1997} | 0.23643 | 0.23643 | 0.23795 | 0.23795 | 0.23795 | 0.23643 | 0.23643 | 0.23795 |
| process[recruit_W].ycs_values{1998} | 0.20041 | 0.20041 | 0.20292 | 0.20292 | 0.20292 | 0.20041 | 0.20041 | 0.20292 |
| process[recruit_W].ycs_values{1999} | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 | 0.06000 |
| process[recruit_W].ycs_values{2000} | 0.37089 | 0.37089 | 0.37304 | 0.37304 | 0.37304 | 0.37089 | 0.37089 | 0.37304 |
| process[recruit_W].ycs_values{2001} | 0.09506 | 0.09506 | 0.09548 | 0.09548 | 0.09548 | 0.09506 | 0.09506 | 0.09548 |
| process[recruit_W].ycs_values{2002} | 0.79553 | 0.79553 | 0.79558 | 0.79558 | 0.79558 | 0.79553 | 0.79553 | 0.79558 |
| process[recruit_W].ycs_values{2003} | 0.46570 | 0.46570 | 0.46517 | 0.46517 | 0.46517 | 0.46570 | 0.46570 | 0.46517 |
| process[recruit_W].ycs_values{2004} | 0.51761 | 0.51761 | 0.51662 | 0.51662 | 0.51662 | 0.51761 | 0.51761 | 0.51662 |
| process[recruit_W].ycs_values{2005} | 0.51305 | 0.51305 | 0.51126 | 0.51126 | 0.51126 | 0.51305 | 0.51306 | 0.51126 |
| process[recruit_W].ycs_values{2006} | 0.75475 | 0.75475 | 0.75544 | 0.75544 | 0.75544 | 0.75475 | 0.75475 | 0.75544 |
| process[recruit_W].ycs_values{2007} | 0.63692 | 0.63692 | 0.63891 | 0.63891 | 0.63891 | 0.63692 | 0.63692 | 0.63891 |
| process[recruit_W].ycs_values{2008} | 0.61564 | 0.61564 | 0.61686 | 0.61686 | 0.61686 | 0.61564 | 0.61564 | 0.61686 |
| process[recruit_W].ycs_values{2009} | 0.57305 | 0.57305 | 0.57841 | 0.57841 | 0.57841 | 0.57306 | 0.57306 | 0.57841 |
| process[recruit_W].ycs_values{2010} | 0.14618 | 0.14618 | 0.14547 | 0.14547 | 0.14547 | 0.14618 | 0.14618 | 0.14547 |
| process[recruit_W].ycs_values{2011} | 0.96708 | 0.96708 | 0.97478 | 0.97478 | 0.97478 | 0.96708 | 0.96708 | 0.97478 |
| process[recruit_W].ycs_values{2012} | 0.15909 | 0.15909 | 0.16016 | 0.16016 | 0.16016 | 0.15909 | 0.15909 | 0.16016 |
| process[recruit_W].ycs_values{2013} | 0.24402 | 0.24402 | 0.24444 | 0.24444 | 0.24444 | 0.24402 | 0.24402 | 0.24444 |
| process[recruit_W].ycs_values{2014} | 2.18651 | 2.18651 | 2.19657 | 2.19657 | 2.19657 | 2.18651 | 2.18651 | 2.19657 |
| process[recruit_W].ycs_values{2015} | 2.14758 | 2.14758 | 2.15204 | 2.15204 | 2.15204 | 2.14758 | 2.14758 | 2.15204 |
| process[recruit_W].ycs_values{2016} | 1.18909 | 1.18909 | 1.19539 | 1.19539 | 1.19539 | 1.18909 | 1.18909 | 1.19539 |
| selectivity[sel_Whome].v{1} | 0.32193 | 0.32193 | 0.32783 | 0.32783 | 0.32783 | 0.32193 | 0.32193 | 0.32783 |
| selectivity[sel_Whome].v{2} | 0.28491 | 0.28492 | 0.30778 | 0.30778 | 0.30778 | 0.28491 | 0.28491 | 0.30778 |
| selectivity[sel_Whome].v{3} | 0.45972 | 0.45972 | 0.47620 | 0.47620 | 0.47620 | 0.45972 | 0.45973 | 0.47620 |
| selectivity[sel_Whome].v{4} | 0.13549 | 0.13549 | 0.14184 | 0.14184 | 0.14184 | 0.13549 | 0.13549 | 0.14184 |
| selectivity[sel_Whome].v{5} | 0.43782 | 0.43782 | 0.46836 | 0.46836 | 0.46836 | 0.43782 | 0.43782 | 0.46836 |
| selectivity[sel_Whome].v{6} | 0.70820 | 0.70822 | 0.75026 | 0.75026 | 0.75026 | 0.70822 | 0.70820 | 0.75026 |
| selectivity[sel_Whome].v{7} | 0.99991 | 0.99990 | 0.78841 | 0.78841 | 0.78841 | 0.99990 | 0.99987 | 0.78841 |
| selectivity[sel_Espmg].v{1} | 0.00564 | 0.00564 | 0.00566 | 0.00566 | 0.00566 | 0.00564 | 0.00564 | 0.00566 |
| selectivity[sel_Espmg].v{2} | 0.15912 | 0.15912 | 0.16021 | 0.16021 | 0.16021 | 0.15912 | 0.15912 | 0.16021 |
| selectivity[sel_Espmg].v{3} | 0.32082 | 0.32082 | 0.32411 | 0.32411 | 0.32411 | 0.32082 | 0.32082 | 0.32411 |
| selectivity[sel_Espmg].v{4} | 0.42547 | 0.42547 | 0.43123 | 0.43123 | 0.43123 | 0.42547 | 0.42547 | 0.43123 |
| selectivity[sel_Espmg].v{5} | 0.37953 | 0.37953 | 0.38546 | 0.38546 | 0.38546 | 0.37953 | 0.37953 | 0.38546 |
| selectivity[sel_Espmg].v{6} | 0.45876 | 0.45876 | 0.46535 | 0.46535 | 0.46535 | 0.45876 | 0.45876 | 0.46535 |
| selectivity[sel_Espmg].v{7} | 0.59081 | 0.59081 | 0.59902 | 0.59902 | 0.59902 | 0.59081 | 0.59081 | 0.59902 |
| selectivity[sel_Espmg].v{8} | 0.61100 | 0.61100 | 0.60778 | 0.60778 | 0.60778 | 0.61100 | 0.61100 | 0.60778 |
| selectivity[sel_Wspmg].v{1} | 0.10556 | 0.10556 | 0.10614 | 0.10614 | 0.10614 | 0.10556 | 0.10556 | 0.10614 |
| selectivity[sel_Wspmg].v{2} | 0.29136 | 0.29136 | 0.28774 | 0.28774 | 0.28774 | 0.29136 | 0.29136 | 0.28774 |
| selectivity[sel_Wspmg].v{3} | 0.27068 | 0.27068 | 0.27076 | 0.27076 | 0.27076 | 0.27068 | 0.27068 | 0.27076 |
| selectivity[sel_Wspmg].v{4} | 0.45527 | 0.45527 | 0.45525 | 0.45525 | 0.45525 | 0.45527 | 0.45527 | 0.45525 |
| selectivity[sel_Wspmg].v{5} | 0.48421 | 0.48421 | 0.48466 | 0.48466 | 0.48466 | 0.48421 | 0.48421 | 0.48466 |
| selectivity[sel_Wspmg].v{6} | 0.52496 | 0.52496 | 0.52711 | 0.52711 | 0.52711 | 0.52496 | 0.52496 | 0.52711 |
| selectivity[sel_Wspmg].v{7} | 0.65298 | 0.65298 | 0.66062 | 0.66062 | 0.66062 | 0.65298 | 0.65298 | 0.66062 |
| selectivity[sel_Wspmg].v{8} | 0.60153 | 0.60153 | 0.59627 | 0.59627 | 0.59627 | 0.60153 | 0.60153 | 0.59627 |
| selectivity[Enspsl].mu | 3.57318 | 3.57318 | 3.56716 | 3.56716 | 3.56716 | 3.57318 | 3.57318 | 3.56716 |
| selectivity[Enspsl].sigma_l | 1.22245 | 1.22245 | 1.22108 | 1.22108 | 1.22108 | 1.22245 | 1.22245 | 1.22108 |
| selectivity[Enspsl].sigma_r | 50.00000 | 50.00000 | 15.71370 | 15.71370 | 15.71370 | 50.00000 | 50.00000 | 15.71370 |
| selectivity[Wnspsl].mu | 5.32840 | 5.32840 | 5.34117 | 5.34117 | 5.34117 | 5.32840 | 5.32840 | 5.34117 |
| selectivity[Wnspsl].sigma_l | 2.77815 | 2.77815 | 2.83934 | 2.83934 | 2.83934 | 2.77816 | 2.77816 | 2.83934 |
| selectivity[Wnspsl].sigma_r | 49.99970 | 49.99820 | 13.37890 | 13.37890 | 13.37890 | 49.99920 | 49.99960 | 13.37890 |
| selectivity[Espsl].mu | 11.25670 | 11.25670 | 10.87880 | 10.87880 | 10.87880 | 11.25670 | 11.25670 | 10.87880 |
| selectivity[Espsl].sigma_l | 10.86740 | 10.86730 | 11.67750 | 11.67750 | 11.67750 | 10.86740 | 10.86740 | 11.67750 |
| selectivity[Espsl].sigma_r | 4.02625 | 4.02625 | 3.98165 | 3.98165 | 3.98165 | 4.02626 | 4.02624 | 3.98165 |
| selectivity[CRsl].mu | 1.00000 | 1.00000 | 1.00000 | 1.00000 | 1.00000 | 1.00000 | 1.00000 | 1.00000 |
| selectivity[CRsl].sigma_l | 46.52210 | 46.52230 | 46.01900 | 25.50000 | 25.50000 | 46.52210 | 46.52220 | 46.02300 |
| selectivity[CRsl].sigma_r | 10.09280 | 10.09280 | 9.30042 | 9.30042 | 9.30042 | 10.09290 | 10.09280 | 9.30042 |
| selectivity[SAsl].mu | 14.86850 | 14.86850 | 14.25230 | 14.25230 | 14.25230 | 14.86850 | 14.86850 | 14.25230 |
| selectivity[SAsl].sigma_l | 8.69468 | 8.69468 | 8.75558 | 8.75558 | 8.75558 | 8.69468 | 8.69468 | 8.75558 |
| selectivity[SAsl].sigma_r | 1.00000 | 1.00000 | 1.31519 | 1.31519 | 1.31519 | 1.00000 | 1.00000 | 1.31519 |
| rownames | betadiff_casal_flags_on | betadiff_casal_flags_off | betadiff_casal_flags_on_low_tol | cppad_casal_flags_on | cppad_casal_flags_off | adolc_casal_flags_on | adolc_casal_flags_off | adolc_casal_flags_on_low_tol |
| catchability[CSacous].q | 0.000 | -0.001 | -0.918 | -0.918 | -0.918 | 0.000 | 0.000 | -0.918 |
| catchability[WCacous].q | 0.000 | -0.000 | 4.027 | 4.027 | 4.027 | 0.000 | 0.000 | 4.027 |
| catchability[CRsum].q | 0.000 | -0.000 | -8.765 | -8.765 | -8.765 | 0.000 | 0.000 | -8.765 |
| catchability[SAsum].q | 0.000 | -0.000 | 11.797 | 11.797 | 11.797 | 0.001 | 0.000 | 11.797 |
| catchability[SAaut].q | 0.000 | -0.000 | 11.363 | 11.363 | 11.363 | 0.001 | 0.000 | 11.363 |
| observation[CRsumbio].process_error | 0.000 | 0.001 | 0.328 | 0.328 | 0.328 | 0.000 | 0.001 | 0.328 |
| observation[SAsumbio].process_error | 0.000 | 0.000 | -1.645 | -1.645 | -1.645 | 0.000 | -0.000 | -1.645 |
| process[recruit_E].b0 | 0.000 | 0.000 | -1.227 | -1.227 | -1.227 | -0.000 | -0.000 | -1.227 |
| process[recruit_W].b0 | 0.000 | 0.000 | -4.712 | -4.712 | -4.712 | 0.000 | 0.000 | -4.712 |
| process[Instant_mortality].m{west.sa} | 0.000 | 0.000 | 5.349 | 5.349 | 5.349 | 0.000 | 0.000 | 5.349 |
| time_varying[shifted_mu].a | 0.000 | 0.000 | 5.135 | 5.135 | 5.135 | 0.000 | 0.000 | 5.135 |
| process[recruit_E].ycs_values{1975} | 0.000 | 0.001 | -0.548 | -0.548 | -0.548 | -0.001 | -0.001 | -0.548 |
| process[recruit_E].ycs_values{1976} | 0.000 | 0.000 | 0.355 | 0.355 | 0.355 | -0.000 | 0.000 | 0.355 |
| process[recruit_E].ycs_values{1977} | 0.000 | 0.001 | 0.981 | 0.981 | 0.981 | 0.000 | -0.001 | 0.981 |
| process[recruit_E].ycs_values{1978} | 0.000 | 0.000 | 1.906 | 1.906 | 1.906 | -0.001 | -0.001 | 1.906 |
| process[recruit_E].ycs_values{1979} | 0.000 | 0.001 | 1.485 | 1.485 | 1.485 | 0.001 | 0.000 | 1.485 |
| process[recruit_E].ycs_values{1980} | 0.000 | 0.000 | 1.512 | 1.512 | 1.512 | 0.000 | -0.000 | 1.512 |
| process[recruit_E].ycs_values{1981} | 0.000 | 0.000 | 1.712 | 1.712 | 1.712 | 0.000 | -0.000 | 1.712 |
| process[recruit_E].ycs_values{1982} | 0.000 | 0.000 | 1.551 | 1.551 | 1.551 | 0.000 | 0.000 | 1.551 |
| process[recruit_E].ycs_values{1983} | 0.000 | 0.000 | 1.559 | 1.559 | 1.559 | 0.000 | -0.000 | 1.559 |
| process[recruit_E].ycs_values{1984} | 0.000 | 0.000 | 1.229 | 1.229 | 1.229 | 0.000 | -0.000 | 1.229 |
| process[recruit_E].ycs_values{1985} | 0.000 | 0.000 | 1.102 | 1.102 | 1.102 | 0.000 | 0.000 | 1.102 |
| process[recruit_E].ycs_values{1986} | 0.000 | 0.000 | 0.850 | 0.850 | 0.850 | -0.000 | 0.000 | 0.850 |
| process[recruit_E].ycs_values{1987} | 0.000 | 0.001 | 0.472 | 0.472 | 0.472 | 0.000 | 0.000 | 0.472 |
| process[recruit_E].ycs_values{1988} | 0.000 | -0.000 | 0.471 | 0.471 | 0.471 | 0.000 | 0.000 | 0.471 |
| process[recruit_E].ycs_values{1989} | 0.000 | 0.000 | 0.455 | 0.455 | 0.455 | 0.000 | -0.000 | 0.455 |
| process[recruit_E].ycs_values{1990} | 0.000 | 0.000 | -0.101 | -0.101 | -0.101 | 0.000 | 0.001 | -0.101 |
| process[recruit_E].ycs_values{1991} | 0.000 | 0.000 | -0.307 | -0.307 | -0.307 | 0.000 | 0.000 | -0.307 |
| process[recruit_E].ycs_values{1992} | 0.000 | 0.000 | -0.787 | -0.787 | -0.787 | 0.000 | 0.000 | -0.787 |
| process[recruit_E].ycs_values{1993} | 0.000 | 0.000 | -0.831 | -0.831 | -0.831 | 0.000 | 0.000 | -0.831 |
| process[recruit_E].ycs_values{1994} | 0.000 | 0.000 | -0.880 | -0.880 | -0.880 | 0.000 | 0.000 | -0.880 |
| process[recruit_E].ycs_values{1995} | 0.000 | 0.000 | -0.843 | -0.843 | -0.843 | 0.000 | 0.000 | -0.843 |
| process[recruit_E].ycs_values{1996} | 0.000 | 0.000 | -0.695 | -0.695 | -0.695 | 0.000 | 0.000 | -0.695 |
| process[recruit_E].ycs_values{1997} | 0.000 | -0.000 | -0.496 | -0.496 | -0.496 | 0.000 | 0.000 | -0.496 |
| process[recruit_E].ycs_values{1998} | 0.000 | 0.000 | -0.170 | -0.170 | -0.170 | 0.000 | 0.000 | -0.170 |
| process[recruit_E].ycs_values{1999} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| process[recruit_E].ycs_values{2000} | 0.000 | 0.000 | -0.449 | -0.449 | -0.449 | 0.000 | 0.000 | -0.449 |
| process[recruit_E].ycs_values{2001} | 0.000 | 0.001 | -0.489 | -0.489 | -0.489 | 0.001 | 0.000 | -0.489 |
| process[recruit_E].ycs_values{2002} | 0.000 | 0.000 | -0.294 | -0.294 | -0.294 | 0.000 | 0.000 | -0.294 |
| process[recruit_E].ycs_values{2003} | 0.000 | 0.000 | -0.159 | -0.159 | -0.159 | 0.000 | 0.000 | -0.159 |
| process[recruit_E].ycs_values{2004} | 0.000 | 0.000 | 0.096 | 0.096 | 0.096 | 0.000 | 0.000 | 0.096 |
| process[recruit_E].ycs_values{2005} | 0.000 | 0.000 | -0.233 | -0.233 | -0.233 | 0.000 | 0.000 | -0.233 |
| process[recruit_E].ycs_values{2006} | 0.000 | 0.000 | -0.070 | -0.070 | -0.070 | 0.000 | 0.000 | -0.070 |
| process[recruit_E].ycs_values{2007} | 0.000 | 0.000 | -0.245 | -0.245 | -0.245 | 0.000 | 0.000 | -0.245 |
| process[recruit_E].ycs_values{2008} | 0.000 | 0.000 | -0.500 | -0.500 | -0.500 | 0.000 | 0.000 | -0.500 |
| process[recruit_E].ycs_values{2009} | 0.000 | 0.000 | 0.206 | 0.206 | 0.206 | 0.000 | 0.000 | 0.206 |
| process[recruit_E].ycs_values{2010} | 0.000 | 0.000 | -1.074 | -1.074 | -1.074 | 0.000 | 0.000 | -1.074 |
| process[recruit_E].ycs_values{2011} | 0.000 | 0.000 | -0.017 | -0.017 | -0.017 | 0.000 | 0.000 | -0.017 |
| process[recruit_E].ycs_values{2012} | 0.000 | 0.000 | -0.293 | -0.293 | -0.293 | 0.001 | 0.001 | -0.293 |
| process[recruit_E].ycs_values{2013} | 0.000 | 0.000 | -0.355 | -0.355 | -0.355 | 0.000 | -0.001 | -0.355 |
| process[recruit_E].ycs_values{2014} | 0.000 | 0.000 | -0.299 | -0.299 | -0.299 | 0.000 | 0.000 | -0.299 |
| process[recruit_E].ycs_values{2015} | 0.000 | 0.000 | 2.231 | 2.231 | 2.231 | -0.000 | 0.000 | 2.231 |
| process[recruit_E].ycs_values{2016} | 0.000 | 0.000 | -0.529 | -0.529 | -0.529 | 0.000 | 0.000 | -0.529 |
| process[recruit_W].ycs_values{1975} | 0.000 | -0.000 | 0.365 | 0.365 | 0.365 | -0.002 | -0.001 | 0.365 |
| process[recruit_W].ycs_values{1976} | 0.000 | -0.000 | -0.977 | -0.977 | -0.977 | 0.000 | 0.000 | -0.977 |
| process[recruit_W].ycs_values{1977} | 0.000 | -0.000 | 2.210 | 2.210 | 2.210 | -0.000 | -0.001 | 2.210 |
| process[recruit_W].ycs_values{1978} | 0.000 | 0.000 | 2.311 | 2.311 | 2.311 | 0.000 | 0.000 | 2.311 |
| process[recruit_W].ycs_values{1979} | 0.000 | -0.000 | 1.517 | 1.517 | 1.517 | -0.000 | 0.000 | 1.517 |
| process[recruit_W].ycs_values{1980} | 0.000 | 0.000 | 1.061 | 1.061 | 1.061 | 0.000 | -0.000 | 1.061 |
| process[recruit_W].ycs_values{1981} | 0.000 | 0.000 | 0.892 | 0.892 | 0.892 | 0.000 | -0.000 | 0.892 |
| process[recruit_W].ycs_values{1982} | 0.000 | -0.000 | 0.284 | 0.284 | 0.284 | 0.000 | -0.000 | 0.284 |
| process[recruit_W].ycs_values{1983} | 0.000 | 0.000 | 0.133 | 0.133 | 0.133 | -0.000 | -0.000 | 0.133 |
| process[recruit_W].ycs_values{1984} | 0.000 | -0.000 | -0.016 | -0.016 | -0.016 | 0.000 | 0.000 | -0.016 |
| process[recruit_W].ycs_values{1985} | 0.000 | 0.000 | -0.257 | -0.257 | -0.257 | 0.000 | 0.000 | -0.257 |
| process[recruit_W].ycs_values{1986} | 0.000 | 0.000 | -0.021 | -0.021 | -0.021 | 0.000 | -0.001 | -0.021 |
| process[recruit_W].ycs_values{1987} | 0.000 | 0.000 | 0.305 | 0.305 | 0.305 | 0.000 | 0.000 | 0.305 |
| process[recruit_W].ycs_values{1988} | 0.000 | 0.000 | 0.229 | 0.229 | 0.229 | -0.000 | -0.000 | 0.229 |
| process[recruit_W].ycs_values{1989} | 0.000 | 0.000 | 0.160 | 0.160 | 0.160 | 0.000 | -0.000 | 0.160 |
| process[recruit_W].ycs_values{1990} | 0.000 | 0.000 | 0.304 | 0.304 | 0.304 | 0.000 | 0.000 | 0.304 |
| process[recruit_W].ycs_values{1991} | 0.000 | 0.000 | -0.093 | -0.093 | -0.093 | -0.000 | -0.000 | -0.093 |
| process[recruit_W].ycs_values{1992} | 0.000 | 0.000 | -0.017 | -0.017 | -0.017 | 0.000 | -0.001 | -0.017 |
| process[recruit_W].ycs_values{1993} | 0.000 | -0.001 | -0.185 | -0.185 | -0.185 | -0.000 | -0.000 | -0.185 |
| process[recruit_W].ycs_values{1994} | 0.000 | 0.000 | -0.377 | -0.377 | -0.377 | -0.000 | -0.000 | -0.377 |
| process[recruit_W].ycs_values{1995} | 0.000 | 0.000 | -0.392 | -0.392 | -0.392 | 0.000 | -0.000 | -0.392 |
| process[recruit_W].ycs_values{1996} | 0.000 | -0.001 | -0.440 | -0.440 | -0.440 | 0.000 | 0.000 | -0.440 |
| process[recruit_W].ycs_values{1997} | 0.000 | 0.000 | -0.644 | -0.644 | -0.644 | -0.000 | -0.001 | -0.644 |
| process[recruit_W].ycs_values{1998} | 0.000 | 0.000 | -1.251 | -1.251 | -1.251 | 0.000 | 0.000 | -1.251 |
| process[recruit_W].ycs_values{1999} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| process[recruit_W].ycs_values{2000} | 0.000 | 0.000 | -0.581 | -0.581 | -0.581 | 0.000 | -0.001 | -0.581 |
| process[recruit_W].ycs_values{2001} | 0.000 | -0.000 | -0.446 | -0.446 | -0.446 | 0.000 | 0.000 | -0.446 |
| process[recruit_W].ycs_values{2002} | 0.000 | 0.000 | -0.007 | -0.007 | -0.007 | -0.000 | -0.000 | -0.007 |
| process[recruit_W].ycs_values{2003} | 0.000 | 0.000 | 0.114 | 0.114 | 0.114 | 0.000 | -0.000 | 0.114 |
| process[recruit_W].ycs_values{2004} | 0.000 | -0.000 | 0.191 | 0.191 | 0.191 | 0.000 | 0.000 | 0.191 |
| process[recruit_W].ycs_values{2005} | 0.000 | 0.000 | 0.350 | 0.350 | 0.350 | 0.000 | -0.000 | 0.350 |
| process[recruit_W].ycs_values{2006} | 0.000 | -0.000 | -0.091 | -0.091 | -0.091 | -0.000 | -0.000 | -0.091 |
| process[recruit_W].ycs_values{2007} | 0.000 | -0.000 | -0.312 | -0.312 | -0.312 | 0.000 | 0.000 | -0.312 |
| process[recruit_W].ycs_values{2008} | 0.000 | -0.000 | -0.198 | -0.198 | -0.198 | -0.000 | -0.000 | -0.198 |
| process[recruit_W].ycs_values{2009} | 0.000 | 0.000 | -0.934 | -0.934 | -0.934 | -0.000 | -0.000 | -0.934 |
| process[recruit_W].ycs_values{2010} | 0.000 | 0.000 | 0.483 | 0.483 | 0.483 | 0.000 | 0.000 | 0.483 |
| process[recruit_W].ycs_values{2011} | 0.000 | 0.000 | -0.796 | -0.796 | -0.796 | -0.000 | -0.000 | -0.796 |
| process[recruit_W].ycs_values{2012} | 0.000 | 0.000 | -0.674 | -0.674 | -0.674 | 0.000 | 0.000 | -0.674 |
| process[recruit_W].ycs_values{2013} | 0.000 | 0.000 | -0.172 | -0.172 | -0.172 | 0.000 | -0.000 | -0.172 |
| process[recruit_W].ycs_values{2014} | 0.000 | 0.000 | -0.460 | -0.460 | -0.460 | 0.000 | 0.000 | -0.460 |
| process[recruit_W].ycs_values{2015} | 0.000 | 0.000 | -0.208 | -0.208 | -0.208 | 0.000 | 0.000 | -0.208 |
| process[recruit_W].ycs_values{2016} | 0.000 | 0.000 | -0.530 | -0.530 | -0.530 | 0.000 | 0.000 | -0.530 |
| selectivity[sel_Whome].v{1} | 0.000 | 0.000 | -1.833 | -1.833 | -1.833 | 0.000 | 0.000 | -1.833 |
| selectivity[sel_Whome].v{2} | 0.000 | -0.000 | -8.027 | -8.027 | -8.027 | 0.000 | 0.001 | -8.027 |
| selectivity[sel_Whome].v{3} | 0.000 | 0.000 | -3.584 | -3.584 | -3.584 | 0.000 | -0.000 | -3.584 |
| selectivity[sel_Whome].v{4} | 0.000 | -0.002 | -4.688 | -4.688 | -4.688 | -0.001 | 0.001 | -4.688 |
| selectivity[sel_Whome].v{5} | 0.000 | 0.001 | -6.974 | -6.974 | -6.974 | 0.001 | 0.001 | -6.974 |
| selectivity[sel_Whome].v{6} | 0.000 | -0.002 | -5.939 | -5.939 | -5.939 | -0.002 | 0.000 | -5.939 |
| selectivity[sel_Whome].v{7} | 0.000 | 0.001 | 21.152 | 21.152 | 21.152 | 0.001 | 0.004 | 21.152 |
| selectivity[sel_Espmg].v{1} | 0.000 | -0.000 | -0.332 | -0.332 | -0.332 | 0.000 | 0.000 | -0.332 |
| selectivity[sel_Espmg].v{2} | 0.000 | 0.000 | -0.683 | -0.683 | -0.683 | 0.000 | 0.000 | -0.683 |
| selectivity[sel_Espmg].v{3} | 0.000 | 0.000 | -1.028 | -1.028 | -1.028 | 0.000 | 0.000 | -1.028 |
| selectivity[sel_Espmg].v{4} | 0.000 | 0.000 | -1.354 | -1.354 | -1.354 | 0.000 | 0.000 | -1.354 |
| selectivity[sel_Espmg].v{5} | 0.000 | 0.000 | -1.563 | -1.563 | -1.563 | 0.000 | 0.000 | -1.563 |
| selectivity[sel_Espmg].v{6} | 0.000 | 0.000 | -1.436 | -1.436 | -1.436 | 0.000 | 0.000 | -1.436 |
| selectivity[sel_Espmg].v{7} | 0.000 | 0.000 | -1.389 | -1.389 | -1.389 | 0.000 | -0.000 | -1.389 |
| selectivity[sel_Espmg].v{8} | 0.000 | 0.000 | 0.528 | 0.528 | 0.528 | 0.000 | 0.000 | 0.528 |
| selectivity[sel_Wspmg].v{1} | 0.000 | 0.000 | -0.552 | -0.552 | -0.552 | 0.001 | 0.001 | -0.552 |
| selectivity[sel_Wspmg].v{2} | 0.000 | 0.000 | 1.242 | 1.242 | 1.242 | 0.000 | 0.000 | 1.242 |
| selectivity[sel_Wspmg].v{3} | 0.000 | 0.000 | -0.029 | -0.029 | -0.029 | 0.000 | 0.000 | -0.029 |
| selectivity[sel_Wspmg].v{4} | 0.000 | 0.000 | 0.004 | 0.004 | 0.004 | 0.000 | 0.000 | 0.004 |
| selectivity[sel_Wspmg].v{5} | 0.000 | 0.000 | -0.092 | -0.092 | -0.092 | 0.000 | 0.000 | -0.092 |
| selectivity[sel_Wspmg].v{6} | 0.000 | 0.000 | -0.409 | -0.409 | -0.409 | 0.000 | 0.000 | -0.409 |
| selectivity[sel_Wspmg].v{7} | 0.000 | 0.000 | -1.171 | -1.171 | -1.171 | -0.000 | 0.000 | -1.171 |
| selectivity[sel_Wspmg].v{8} | 0.000 | 0.000 | 0.875 | 0.875 | 0.875 | 0.000 | 0.000 | 0.875 |
| selectivity[Enspsl].mu | 0.000 | 0.000 | 0.168 | 0.168 | 0.168 | 0.000 | 0.000 | 0.168 |
| selectivity[Enspsl].sigma_l | 0.000 | 0.000 | 0.112 | 0.112 | 0.112 | 0.000 | 0.000 | 0.112 |
| selectivity[Enspsl].sigma_r | 0.000 | 0.000 | 68.573 | 68.573 | 68.573 | 0.000 | 0.000 | 68.573 |
| selectivity[Wnspsl].mu | 0.000 | 0.000 | -0.240 | -0.240 | -0.240 | 0.000 | 0.000 | -0.240 |
| selectivity[Wnspsl].sigma_l | 0.000 | 0.000 | -2.203 | -2.203 | -2.203 | -0.000 | -0.000 | -2.203 |
| selectivity[Wnspsl].sigma_r | 0.000 | 0.003 | 73.242 | 73.242 | 73.242 | 0.001 | 0.000 | 73.242 |
| selectivity[Espsl].mu | 0.000 | 0.000 | 3.357 | 3.357 | 3.357 | 0.000 | 0.000 | 3.357 |
| selectivity[Espsl].sigma_l | 0.000 | 0.001 | -7.454 | -7.454 | -7.454 | 0.000 | 0.000 | -7.454 |
| selectivity[Espsl].sigma_r | 0.000 | 0.000 | 1.108 | 1.108 | 1.108 | -0.000 | 0.000 | 1.108 |
| selectivity[CRsl].mu | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| selectivity[CRsl].sigma_l | 0.000 | -0.000 | 1.081 | 45.187 | 45.187 | 0.000 | -0.000 | 1.073 |
| selectivity[CRsl].sigma_r | 0.000 | 0.000 | 7.851 | 7.851 | 7.851 | -0.001 | 0.000 | 7.851 |
| selectivity[SAsl].mu | 0.000 | 0.000 | 4.144 | 4.144 | 4.144 | 0.000 | 0.000 | 4.144 |
| selectivity[SAsl].sigma_l | 0.000 | 0.000 | -0.700 | -0.700 | -0.700 | 0.000 | 0.000 | -0.700 |
| selectivity[SAsl].sigma_r | 0.000 | 0.000 | -31.519 | -31.519 | -31.519 | 0.000 | 0.000 | -31.519 |
| Component | Base_Model | Sensitivity_1 |
| CRsumbio | -31.030 | -31.030 |
| CSacous | -9.835 | -9.836 |
| SAautbio | -3.984 | -3.984 |
| SAsumbio | -6.146 | -6.146 |
| WCacous | -5.916 | -5.916 |
| CRsumage | 323.800 | 323.800 |
| SAautage | 35.120 | 35.120 |
| SAsumage | 221.100 | 221.100 |
| EnspOLF | 24.280 | 24.280 |
| Enspage | 256.100 | 256.100 |
| Espage | 581.500 | 581.500 |
| WnspOLF | 70.250 | 70.250 |
| Wnspage | 157.000 | 157.000 |
| Wspage | 364.800 | 364.800 |
| pspawn | -13.130 | -13.130 |
| pspawn_1993 | -6.015 | -6.015 |
| prior_on_q[CSacous].q | -0.839 | -0.839 |
| prior_on_q[WCacous].q | -1.202 | -1.202 |
| prior_on_q[CRsum].q | -2.207 | -2.207 |
| prior_on_q[SAsum].q | -1.557 | -1.557 |
| prior_on_q[SAaut].q | -1.762 | -1.762 |
| prior_on_relative_abundance[CRsumbio].cv_process_error | 0.000 | 0.000 |
| prior_on_relative_abundance[SAsumbio].cv_process_error | 0.000 | 0.000 |
| prior_on_log_B0_total | 0.000 | 0.000 |
| prior_on_B0_prop_stock1 | 12.560 | 12.560 |
| prior_on_natural_mortality.all | -1.217 | -1.217 |
| prior_on_selectivity[Wspsl].shift_a | 0.378 | 0.378 |
| prior_on_recruitment[E].YCS | -13.750 | -13.750 |
| prior_on_recruitment[W].YCS | -1.785 | -1.785 |
| prior_on_migration[Whome].rates_all | 0.000 | 0.000 |
| prior_on_migration[Espmg].rates_all | 0.000 | 0.000 |
| prior_on_migration[Wspmg].rates_all | 0.000 | 0.000 |
| prior_on_selectivity[Enspsl].all | 0.000 | 0.000 |
| prior_on_selectivity[Wnspsl].all | 0.000 | 0.000 |
| prior_on_selectivity[Espsl].all | 0.000 | 0.000 |
| prior_on_selectivity[CRsl].all | 0.000 | 0.000 |
| prior_on_selectivity[SAsl].all | 0.000 | 0.000 |
| Umax_Ensp1 | 0.000 | 0.000 |
| Umax_Ensp2 | 0.000 | 0.000 |
| Umax_Wnsp1 | 0.000 | 0.000 |
| Umax_Wnsp2 | 0.000 | 0.000 |
| Umax_Esp | 0.000 | 0.000 |
| Umax_Wsp | 0.000 | 0.000 |
| YCS.eq.16 | 0.000 | 0.000 |
| sp.migr | 0.013 | 0.013 |
| Total | 1947.000 | 1947.000 |
| rownames | betadiff_casal_flags_on | betadiff_casal_flags_off | betadiff_casal_flags_on_low_tol | cppad_casal_flags_on | cppad_casal_flags_off | adolc_casal_flags_on | adolc_casal_flags_off | adolc_casal_flags_on_low_tol |
| observation->CSacous-1991 | 2.342 | 2.342 | 2.404 | 2.404 | 2.404 | 2.342 | 2.342 | 2.404 |
| observation->CSacous-1993 | -0.577 | -0.577 | -0.588 | -0.588 | -0.588 | -0.577 | -0.577 | -0.588 |
| observation->CSacous-1994 | -0.016 | -0.016 | -0.030 | -0.030 | -0.030 | -0.016 | -0.016 | -0.030 |
| observation->CSacous-1995 | -0.562 | -0.562 | -0.567 | -0.567 | -0.567 | -0.562 | -0.562 | -0.567 |
| observation->CSacous-1996 | -0.027 | -0.026 | 0.013 | 0.013 | 0.013 | -0.027 | -0.027 | 0.013 |
| observation->CSacous-1997 | -0.912 | -0.912 | -0.899 | -0.899 | -0.899 | -0.912 | -0.912 | -0.899 |
| observation->CSacous-1998 | -0.054 | -0.054 | -0.004 | -0.004 | -0.004 | -0.054 | -0.054 | -0.004 |
| observation->CSacous-1999 | -1.025 | -1.025 | -1.012 | -1.012 | -1.012 | -1.025 | -1.025 | -1.012 |
| observation->CSacous-2001 | -1.217 | -1.217 | -1.211 | -1.211 | -1.211 | -1.217 | -1.217 | -1.211 |
| observation->CSacous-2002 | -0.297 | -0.297 | -0.338 | -0.338 | -0.338 | -0.297 | -0.297 | -0.338 |
| observation->CSacous-2003 | -0.845 | -0.845 | -0.863 | -0.863 | -0.863 | -0.845 | -0.845 | -0.863 |
| observation->CSacous-2005 | -0.929 | -0.929 | -0.927 | -0.927 | -0.927 | -0.929 | -0.929 | -0.927 |
| observation->CSacous-2006 | -0.939 | -0.939 | -0.950 | -0.950 | -0.950 | -0.939 | -0.939 | -0.950 |
| observation->CSacous-2007 | -0.623 | -0.623 | -0.600 | -0.600 | -0.600 | -0.623 | -0.623 | -0.600 |
| observation->CSacous-2008 | -1.094 | -1.094 | -1.125 | -1.125 | -1.125 | -1.094 | -1.094 | -1.125 |
| observation->CSacous-2009 | -0.185 | -0.185 | -0.110 | -0.110 | -0.110 | -0.185 | -0.185 | -0.110 |
| observation->CSacous-2011 | -1.021 | -1.021 | -1.000 | -1.000 | -1.000 | -1.021 | -1.021 | -1.000 |
| observation->CSacous-2013 | -0.892 | -0.892 | -0.855 | -0.855 | -0.855 | -0.892 | -0.892 | -0.855 |
| observation->CSacous-2015 | -0.190 | -0.190 | -0.150 | -0.150 | -0.150 | -0.190 | -0.190 | -0.150 |
| observation->CSacous-2017 | -1.020 | -1.020 | -1.021 | -1.021 | -1.021 | -1.020 | -1.020 | -1.021 |
| observation->WCacous-1988 | -0.588 | -0.588 | -0.588 | -0.588 | -0.588 | -0.588 | -0.588 | -0.588 |
| observation->WCacous-1989 | -0.183 | -0.183 | -0.168 | -0.168 | -0.168 | -0.183 | -0.183 | -0.168 |
| observation->WCacous-1990 | -0.332 | -0.332 | -0.327 | -0.327 | -0.327 | -0.332 | -0.332 | -0.327 |
| observation->WCacous-1991 | -0.425 | -0.425 | -0.425 | -0.425 | -0.425 | -0.425 | -0.425 | -0.425 |
| observation->WCacous-1992 | -0.744 | -0.744 | -0.744 | -0.744 | -0.744 | -0.744 | -0.744 | -0.744 |
| observation->WCacous-1993 | -0.369 | -0.369 | -0.374 | -0.374 | -0.374 | -0.369 | -0.369 | -0.374 |
| observation->WCacous-1997 | -0.054 | -0.054 | -0.043 | -0.043 | -0.043 | -0.054 | -0.054 | -0.043 |
| observation->WCacous-2000 | -1.265 | -1.265 | -1.272 | -1.272 | -1.272 | -1.265 | -1.265 | -1.272 |
| observation->WCacous-2012 | -0.906 | -0.906 | -0.896 | -0.896 | -0.896 | -0.906 | -0.906 | -0.896 |
| observation->WCacous-2013 | -1.079 | -1.079 | -1.079 | -1.079 | -1.079 | -1.079 | -1.079 | -1.079 |
| observation->CRsumbio-1992 | -1.634 | -1.634 | -1.647 | -1.647 | -1.647 | -1.634 | -1.634 | -1.647 |
| observation->CRsumbio-1993 | 0.040 | 0.040 | 0.043 | 0.043 | 0.043 | 0.040 | 0.040 | 0.043 |
| observation->CRsumbio-1994 | -1.760 | -1.760 | -1.760 | -1.760 | -1.760 | -1.760 | -1.760 | -1.760 |
| observation->CRsumbio-1995 | -1.425 | -1.425 | -1.406 | -1.406 | -1.406 | -1.425 | -1.425 | -1.406 |
| observation->CRsumbio-1996 | -1.690 | -1.690 | -1.699 | -1.699 | -1.699 | -1.690 | -1.690 | -1.699 |
| observation->CRsumbio-1997 | -0.607 | -0.607 | -0.635 | -0.635 | -0.635 | -0.607 | -0.607 | -0.635 |
| observation->CRsumbio-1998 | -1.203 | -1.203 | -1.210 | -1.210 | -1.210 | -1.203 | -1.203 | -1.210 |
| observation->CRsumbio-1999 | -0.953 | -0.953 | -0.919 | -0.919 | -0.919 | -0.953 | -0.953 | -0.919 |
| observation->CRsumbio-2000 | -1.629 | -1.629 | -1.632 | -1.632 | -1.632 | -1.629 | -1.629 | -1.632 |
| observation->CRsumbio-2001 | -1.773 | -1.773 | -1.775 | -1.775 | -1.775 | -1.773 | -1.773 | -1.775 |
| observation->CRsumbio-2002 | -1.209 | -1.209 | -1.206 | -1.206 | -1.206 | -1.209 | -1.209 | -1.206 |
| observation->CRsumbio-2003 | -1.749 | -1.749 | -1.744 | -1.744 | -1.744 | -1.749 | -1.749 | -1.744 |
| observation->CRsumbio-2004 | -0.818 | -0.818 | -0.803 | -0.803 | -0.803 | -0.818 | -0.818 | -0.803 |
| observation->CRsumbio-2005 | -1.471 | -1.471 | -1.477 | -1.477 | -1.477 | -1.471 | -1.471 | -1.477 |
| observation->CRsumbio-2006 | -1.314 | -1.314 | -1.306 | -1.306 | -1.306 | -1.314 | -1.314 | -1.306 |
| observation->CRsumbio-2007 | -0.727 | -0.727 | -0.756 | -0.756 | -0.756 | -0.727 | -0.727 | -0.756 |
| observation->CRsumbio-2008 | -0.373 | -0.373 | -0.402 | -0.402 | -0.402 | -0.373 | -0.373 | -0.402 |
| observation->CRsumbio-2009 | -0.586 | -0.586 | -0.559 | -0.559 | -0.559 | -0.586 | -0.586 | -0.559 |
| observation->CRsumbio-2010 | -1.349 | -1.349 | -1.359 | -1.359 | -1.359 | -1.349 | -1.349 | -1.359 |
| observation->CRsumbio-2011 | -1.096 | -1.096 | -1.105 | -1.105 | -1.105 | -1.096 | -1.096 | -1.105 |
| observation->CRsumbio-2012 | -1.439 | -1.439 | -1.448 | -1.448 | -1.448 | -1.439 | -1.439 | -1.448 |
| observation->CRsumbio-2013 | -1.494 | -1.494 | -1.491 | -1.491 | -1.491 | -1.494 | -1.494 | -1.491 |
| observation->CRsumbio-2014 | -1.768 | -1.768 | -1.770 | -1.770 | -1.770 | -1.768 | -1.768 | -1.770 |
| observation->CRsumbio-2016 | -1.410 | -1.410 | -1.411 | -1.411 | -1.411 | -1.410 | -1.410 | -1.411 |
| observation->CRsumbio-2018 | -1.552 | -1.552 | -1.554 | -1.554 | -1.554 | -1.552 | -1.552 | -1.554 |
| observation->SAsumbio-1992 | -0.597 | -0.597 | -0.588 | -0.588 | -0.588 | -0.597 | -0.597 | -0.588 |
| observation->SAsumbio-1993 | -0.314 | -0.314 | -0.309 | -0.309 | -0.309 | -0.314 | -0.314 | -0.309 |
| observation->SAsumbio-1994 | 0.196 | 0.196 | 0.186 | 0.186 | 0.186 | 0.196 | 0.196 | 0.186 |
| observation->SAsumbio-2001 | -0.835 | -0.835 | -0.822 | -0.822 | -0.822 | -0.835 | -0.835 | -0.822 |
| observation->SAsumbio-2002 | -0.794 | -0.794 | -0.777 | -0.777 | -0.777 | -0.794 | -0.794 | -0.777 |
| observation->SAsumbio-2003 | -0.837 | -0.837 | -0.825 | -0.825 | -0.825 | -0.837 | -0.837 | -0.825 |
| observation->SAsumbio-2004 | 0.732 | 0.732 | 0.734 | 0.734 | 0.734 | 0.732 | 0.732 | 0.734 |
| observation->SAsumbio-2005 | -0.258 | -0.258 | -0.218 | -0.218 | -0.218 | -0.258 | -0.258 | -0.218 |
| observation->SAsumbio-2006 | -0.600 | -0.600 | -0.558 | -0.558 | -0.558 | -0.600 | -0.600 | -0.558 |
| observation->SAsumbio-2007 | 0.636 | 0.636 | 0.654 | 0.654 | 0.654 | 0.636 | 0.636 | 0.654 |
| observation->SAsumbio-2008 | -0.461 | -0.461 | -0.462 | -0.462 | -0.462 | -0.461 | -0.461 | -0.462 |
| observation->SAsumbio-2009 | -0.585 | -0.585 | -0.583 | -0.583 | -0.583 | -0.585 | -0.585 | -0.583 |
| observation->SAsumbio-2010 | -0.143 | -0.143 | -0.147 | -0.147 | -0.147 | -0.143 | -0.143 | -0.147 |
| observation->SAsumbio-2012 | -0.848 | -0.848 | -0.835 | -0.835 | -0.835 | -0.848 | -0.848 | -0.835 |
| observation->SAsumbio-2013 | -0.797 | -0.797 | -0.786 | -0.786 | -0.786 | -0.797 | -0.797 | -0.786 |
| observation->SAsumbio-2015 | -0.200 | -0.200 | -0.189 | -0.189 | -0.189 | -0.200 | -0.200 | -0.189 |
| observation->SAsumbio-2017 | -0.638 | -0.638 | -0.620 | -0.620 | -0.620 | -0.638 | -0.638 | -0.620 |
| observation->SAautbio-1992 | -1.459 | -1.459 | -1.450 | -1.450 | -1.450 | -1.459 | -1.459 | -1.450 |
| observation->SAautbio-1996 | -1.233 | -1.233 | -1.250 | -1.250 | -1.250 | -1.233 | -1.233 | -1.250 |
| observation->SAautbio-1998 | -1.308 | -1.308 | -1.284 | -1.284 | -1.284 | -1.308 | -1.308 | -1.284 |
| observation->Espage-1988 | 19.793 | 19.793 | 19.640 | 19.640 | 19.640 | 19.793 | 19.793 | 19.640 |
| observation->Espage-1989 | 15.858 | 15.858 | 15.862 | 15.862 | 15.862 | 15.858 | 15.858 | 15.862 |
| observation->Espage-1990 | 21.488 | 21.488 | 21.446 | 21.446 | 21.446 | 21.488 | 21.488 | 21.446 |
| observation->Espage-1991 | 20.641 | 20.641 | 20.612 | 20.612 | 20.612 | 20.641 | 20.641 | 20.612 |
| observation->Espage-1992 | 24.089 | 24.089 | 24.020 | 24.020 | 24.020 | 24.089 | 24.089 | 24.020 |
| observation->Espage-1993 | 19.305 | 19.305 | 19.328 | 19.328 | 19.328 | 19.305 | 19.305 | 19.328 |
| observation->Espage-1994 | 20.528 | 20.528 | 20.503 | 20.503 | 20.503 | 20.528 | 20.528 | 20.503 |
| observation->Espage-1995 | 22.541 | 22.541 | 22.559 | 22.559 | 22.559 | 22.541 | 22.541 | 22.559 |
| observation->Espage-1996 | 18.590 | 18.590 | 18.577 | 18.577 | 18.577 | 18.590 | 18.590 | 18.577 |
| observation->Espage-1997 | 20.974 | 20.974 | 20.964 | 20.964 | 20.964 | 20.974 | 20.974 | 20.964 |
| observation->Espage-1998 | 20.587 | 20.587 | 20.611 | 20.611 | 20.611 | 20.587 | 20.587 | 20.611 |
| observation->Espage-1999 | 22.886 | 22.886 | 22.862 | 22.862 | 22.862 | 22.886 | 22.886 | 22.862 |
| observation->Espage-2000 | 23.321 | 23.321 | 23.314 | 23.314 | 23.314 | 23.321 | 23.321 | 23.314 |
| observation->Espage-2001 | 20.735 | 20.735 | 20.773 | 20.773 | 20.773 | 20.735 | 20.735 | 20.773 |
| observation->Espage-2002 | 26.248 | 26.248 | 26.287 | 26.287 | 26.287 | 26.248 | 26.248 | 26.287 |
| observation->Espage-2003 | 19.120 | 19.120 | 19.120 | 19.120 | 19.120 | 19.120 | 19.120 | 19.120 |
| observation->Espage-2004 | 22.692 | 22.692 | 22.642 | 22.642 | 22.642 | 22.692 | 22.692 | 22.642 |
| observation->Espage-2005 | 26.122 | 26.122 | 26.070 | 26.070 | 26.070 | 26.122 | 26.122 | 26.070 |
| observation->Espage-2006 | 23.242 | 23.242 | 23.149 | 23.149 | 23.149 | 23.242 | 23.242 | 23.149 |
| observation->Espage-2007 | 25.274 | 25.274 | 25.210 | 25.210 | 25.210 | 25.274 | 25.274 | 25.210 |
| observation->Espage-2008 | 22.167 | 22.168 | 22.129 | 22.129 | 22.129 | 22.167 | 22.168 | 22.129 |
| observation->Espage-2009 | 18.691 | 18.691 | 18.690 | 18.690 | 18.690 | 18.691 | 18.691 | 18.690 |
| observation->Espage-2010 | 21.855 | 21.855 | 21.851 | 21.851 | 21.851 | 21.855 | 21.855 | 21.851 |
| observation->Espage-2014 | 20.616 | 20.616 | 20.648 | 20.648 | 20.648 | 20.616 | 20.616 | 20.648 |
| observation->Espage-2015 | 21.823 | 21.823 | 21.870 | 21.870 | 21.870 | 21.823 | 21.823 | 21.870 |
| observation->Espage-2016 | 21.204 | 21.204 | 21.204 | 21.204 | 21.204 | 21.204 | 21.204 | 21.204 |
| observation->Espage-2017 | 21.575 | 21.575 | 21.563 | 21.563 | 21.563 | 21.575 | 21.575 | 21.563 |
| observation->Wspage-1988 | 15.724 | 15.724 | 15.753 | 15.753 | 15.753 | 15.724 | 15.724 | 15.753 |
| observation->Wspage-1989 | 11.555 | 11.555 | 11.566 | 11.566 | 11.566 | 11.555 | 11.555 | 11.566 |
| observation->Wspage-1990 | 11.752 | 11.752 | 11.790 | 11.790 | 11.790 | 11.752 | 11.752 | 11.790 |
| observation->Wspage-1991 | 13.036 | 13.036 | 13.051 | 13.051 | 13.051 | 13.036 | 13.036 | 13.051 |
| observation->Wspage-1992 | 10.178 | 10.178 | 10.170 | 10.170 | 10.170 | 10.178 | 10.178 | 10.170 |
| observation->Wspage-1993 | 10.569 | 10.569 | 10.579 | 10.579 | 10.579 | 10.569 | 10.569 | 10.579 |
| observation->Wspage-1994 | 9.918 | 9.918 | 9.924 | 9.924 | 9.924 | 9.918 | 9.918 | 9.924 |
| observation->Wspage-1995 | 13.403 | 13.403 | 13.396 | 13.396 | 13.396 | 13.403 | 13.403 | 13.396 |
| observation->Wspage-1996 | 11.840 | 11.840 | 11.844 | 11.844 | 11.844 | 11.840 | 11.840 | 11.844 |
| observation->Wspage-1997 | 11.230 | 11.230 | 11.243 | 11.243 | 11.243 | 11.230 | 11.230 | 11.243 |
| observation->Wspage-1998 | 11.761 | 11.761 | 11.762 | 11.762 | 11.762 | 11.761 | 11.761 | 11.762 |
| observation->Wspage-1999 | 11.975 | 11.975 | 11.981 | 11.981 | 11.981 | 11.975 | 11.975 | 11.981 |
| observation->Wspage-2000 | 11.256 | 11.256 | 11.260 | 11.260 | 11.260 | 11.256 | 11.256 | 11.260 |
| observation->Wspage-2001 | 12.179 | 12.179 | 12.201 | 12.201 | 12.201 | 12.179 | 12.179 | 12.201 |
| observation->Wspage-2002 | 9.731 | 9.731 | 9.745 | 9.745 | 9.745 | 9.731 | 9.731 | 9.745 |
| observation->Wspage-2003 | 9.555 | 9.555 | 9.556 | 9.556 | 9.556 | 9.555 | 9.555 | 9.556 |
| observation->Wspage-2004 | 14.340 | 14.340 | 14.304 | 14.304 | 14.304 | 14.340 | 14.340 | 14.304 |
| observation->Wspage-2005 | 14.932 | 14.932 | 14.977 | 14.977 | 14.977 | 14.932 | 14.932 | 14.977 |
| observation->Wspage-2006 | 13.817 | 13.817 | 13.872 | 13.872 | 13.872 | 13.817 | 13.817 | 13.872 |
| observation->Wspage-2007 | 11.498 | 11.498 | 11.516 | 11.516 | 11.516 | 11.498 | 11.498 | 11.516 |
| observation->Wspage-2008 | 12.195 | 12.195 | 12.194 | 12.194 | 12.194 | 12.195 | 12.195 | 12.194 |
| observation->Wspage-2009 | 12.631 | 12.631 | 12.594 | 12.594 | 12.594 | 12.631 | 12.631 | 12.594 |
| observation->Wspage-2010 | 11.316 | 11.316 | 11.299 | 11.299 | 11.299 | 11.316 | 11.316 | 11.299 |
| observation->Wspage-2011 | 11.154 | 11.154 | 11.137 | 11.137 | 11.137 | 11.154 | 11.154 | 11.137 |
| observation->Wspage-2012 | 11.867 | 11.867 | 11.860 | 11.860 | 11.860 | 11.867 | 11.867 | 11.860 |
| observation->Wspage-2013 | 11.041 | 11.041 | 11.065 | 11.065 | 11.065 | 11.041 | 11.041 | 11.065 |
| observation->Wspage-2014 | 12.944 | 12.944 | 12.941 | 12.941 | 12.941 | 12.944 | 12.944 | 12.941 |
| observation->Wspage-2015 | 13.134 | 13.134 | 13.101 | 13.101 | 13.101 | 13.134 | 13.134 | 13.101 |
| observation->Wspage-2016 | 14.272 | 14.272 | 14.273 | 14.273 | 14.273 | 14.272 | 14.272 | 14.273 |
| observation->Wspage-2017 | 13.745 | 13.745 | 13.797 | 13.797 | 13.797 | 13.745 | 13.745 | 13.797 |
| observation->EnspOLF-1992 | 4.397 | 4.397 | 4.388 | 4.388 | 4.388 | 4.397 | 4.397 | 4.388 |
| observation->EnspOLF-1994 | 6.647 | 6.647 | 6.678 | 6.678 | 6.678 | 6.647 | 6.647 | 6.678 |
| observation->EnspOLF-1996 | 7.897 | 7.897 | 7.906 | 7.906 | 7.906 | 7.897 | 7.897 | 7.906 |
| observation->EnspOLF-1998 | 5.301 | 5.301 | 5.303 | 5.303 | 5.303 | 5.301 | 5.301 | 5.303 |
| observation->Enspage-1999 | 14.332 | 14.332 | 14.287 | 14.287 | 14.287 | 14.332 | 14.332 | 14.287 |
| observation->Enspage-2000 | 13.975 | 13.975 | 13.960 | 13.960 | 13.960 | 13.975 | 13.975 | 13.960 |
| observation->Enspage-2001 | 13.979 | 13.979 | 13.929 | 13.929 | 13.929 | 13.979 | 13.979 | 13.929 |
| observation->Enspage-2002 | 12.081 | 12.081 | 12.078 | 12.078 | 12.078 | 12.081 | 12.081 | 12.078 |
| observation->Enspage-2003 | 9.700 | 9.700 | 9.706 | 9.706 | 9.706 | 9.700 | 9.700 | 9.706 |
| observation->Enspage-2004 | 12.966 | 12.966 | 12.986 | 12.986 | 12.986 | 12.966 | 12.966 | 12.986 |
| observation->Enspage-2005 | 11.012 | 11.012 | 11.009 | 11.009 | 11.009 | 11.012 | 11.012 | 11.009 |
| observation->Enspage-2006 | 12.741 | 12.741 | 12.712 | 12.712 | 12.712 | 12.741 | 12.741 | 12.712 |
| observation->Enspage-2007 | 11.061 | 11.061 | 11.052 | 11.052 | 11.052 | 11.061 | 11.061 | 11.052 |
| observation->Enspage-2008 | 12.104 | 12.104 | 12.101 | 12.101 | 12.101 | 12.104 | 12.104 | 12.101 |
| observation->Enspage-2009 | 10.056 | 10.056 | 10.055 | 10.055 | 10.055 | 10.056 | 10.056 | 10.055 |
| observation->Enspage-2010 | 17.581 | 17.581 | 17.627 | 17.627 | 17.627 | 17.581 | 17.581 | 17.627 |
| observation->Enspage-2011 | 13.399 | 13.399 | 13.412 | 13.412 | 13.412 | 13.399 | 13.399 | 13.412 |
| observation->Enspage-2012 | 13.149 | 13.149 | 13.134 | 13.134 | 13.134 | 13.149 | 13.149 | 13.134 |
| observation->Enspage-2013 | 16.694 | 16.694 | 16.659 | 16.659 | 16.659 | 16.694 | 16.694 | 16.659 |
| observation->Enspage-2014 | 13.869 | 13.869 | 13.870 | 13.870 | 13.870 | 13.869 | 13.869 | 13.870 |
| observation->Enspage-2015 | 12.760 | 12.760 | 12.776 | 12.776 | 12.776 | 12.760 | 12.760 | 12.776 |
| observation->Enspage-2016 | 19.224 | 19.224 | 19.203 | 19.203 | 19.203 | 19.224 | 19.224 | 19.203 |
| observation->Enspage-2017 | 15.562 | 15.562 | 15.511 | 15.511 | 15.511 | 15.562 | 15.562 | 15.511 |
| observation->WnspOLF-1992 | 10.122 | 10.122 | 10.129 | 10.129 | 10.129 | 10.122 | 10.122 | 10.129 |
| observation->WnspOLF-1993 | 9.045 | 9.045 | 8.991 | 8.991 | 8.991 | 9.045 | 9.045 | 8.991 |
| observation->WnspOLF-1994 | 15.930 | 15.930 | 15.893 | 15.893 | 15.893 | 15.930 | 15.930 | 15.893 |
| observation->WnspOLF-1996 | 9.788 | 9.788 | 9.752 | 9.752 | 9.752 | 9.788 | 9.788 | 9.752 |
| observation->WnspOLF-1999 | 11.553 | 11.554 | 11.593 | 11.593 | 11.593 | 11.554 | 11.553 | 11.593 |
| observation->WnspOLF-2000 | 13.812 | 13.812 | 13.892 | 13.892 | 13.892 | 13.812 | 13.812 | 13.892 |
| observation->Wnspage-2001 | 8.032 | 8.032 | 7.994 | 7.994 | 7.994 | 8.032 | 8.032 | 7.994 |
| observation->Wnspage-2002 | 8.715 | 8.715 | 8.701 | 8.701 | 8.701 | 8.715 | 8.715 | 8.701 |
| observation->Wnspage-2003 | 10.473 | 10.473 | 10.507 | 10.507 | 10.507 | 10.473 | 10.473 | 10.507 |
| observation->Wnspage-2004 | 7.155 | 7.155 | 7.140 | 7.140 | 7.140 | 7.155 | 7.155 | 7.140 |
| observation->Wnspage-2006 | 9.589 | 9.589 | 9.551 | 9.551 | 9.551 | 9.589 | 9.589 | 9.551 |
| observation->Wnspage-2007 | 10.861 | 10.861 | 10.822 | 10.822 | 10.822 | 10.861 | 10.861 | 10.822 |
| observation->Wnspage-2008 | 12.425 | 12.425 | 12.435 | 12.435 | 12.435 | 12.425 | 12.425 | 12.435 |
| observation->Wnspage-2009 | 14.716 | 14.716 | 14.790 | 14.790 | 14.790 | 14.716 | 14.716 | 14.790 |
| observation->Wnspage-2010 | 11.405 | 11.405 | 11.370 | 11.370 | 11.370 | 11.405 | 11.405 | 11.370 |
| observation->Wnspage-2011 | 11.267 | 11.267 | 11.275 | 11.275 | 11.275 | 11.267 | 11.267 | 11.275 |
| observation->Wnspage-2012 | 10.454 | 10.454 | 10.465 | 10.465 | 10.465 | 10.454 | 10.454 | 10.465 |
| observation->Wnspage-2013 | 13.633 | 13.633 | 13.634 | 13.634 | 13.634 | 13.633 | 13.633 | 13.634 |
| observation->Wnspage-2014 | 12.608 | 12.608 | 12.597 | 12.597 | 12.597 | 12.608 | 12.608 | 12.597 |
| observation->Wnspage-2016 | 15.687 | 15.687 | 15.722 | 15.722 | 15.722 | 15.687 | 15.687 | 15.722 |
| observation->CRsumage-1992 | 15.584 | 15.584 | 15.566 | 15.566 | 15.566 | 15.584 | 15.584 | 15.566 |
| observation->CRsumage-1993 | 10.616 | 10.616 | 10.624 | 10.624 | 10.624 | 10.616 | 10.616 | 10.624 |
| observation->CRsumage-1994 | 18.170 | 18.170 | 18.130 | 18.130 | 18.130 | 18.170 | 18.170 | 18.130 |
| observation->CRsumage-1995 | 14.285 | 14.285 | 14.242 | 14.242 | 14.242 | 14.285 | 14.285 | 14.242 |
| observation->CRsumage-1996 | 11.567 | 11.567 | 11.607 | 11.607 | 11.607 | 11.567 | 11.567 | 11.607 |
| observation->CRsumage-1997 | 15.754 | 15.754 | 15.688 | 15.688 | 15.688 | 15.754 | 15.754 | 15.688 |
| observation->CRsumage-1998 | 14.690 | 14.690 | 14.690 | 14.690 | 14.690 | 14.690 | 14.690 | 14.690 |
| observation->CRsumage-1999 | 12.061 | 12.061 | 12.084 | 12.084 | 12.084 | 12.061 | 12.061 | 12.084 |
| observation->CRsumage-2000 | 14.323 | 14.323 | 14.283 | 14.283 | 14.283 | 14.323 | 14.323 | 14.283 |
| observation->CRsumage-2001 | 19.659 | 19.659 | 19.520 | 19.520 | 19.520 | 19.659 | 19.659 | 19.520 |
| observation->CRsumage-2002 | 10.969 | 10.969 | 10.960 | 10.960 | 10.960 | 10.969 | 10.969 | 10.960 |
| observation->CRsumage-2003 | 11.251 | 11.251 | 11.210 | 11.210 | 11.210 | 11.251 | 11.251 | 11.210 |
| observation->CRsumage-2004 | 9.553 | 9.553 | 9.561 | 9.561 | 9.561 | 9.553 | 9.553 | 9.561 |
| observation->CRsumage-2005 | 12.753 | 12.753 | 12.654 | 12.654 | 12.654 | 12.753 | 12.753 | 12.654 |
| observation->CRsumage-2006 | 10.316 | 10.316 | 10.317 | 10.317 | 10.317 | 10.316 | 10.316 | 10.317 |
| observation->CRsumage-2007 | 13.562 | 13.562 | 13.504 | 13.504 | 13.504 | 13.562 | 13.562 | 13.504 |
| observation->CRsumage-2008 | 11.661 | 11.661 | 11.639 | 11.639 | 11.639 | 11.661 | 11.661 | 11.639 |
| observation->CRsumage-2009 | 12.006 | 12.006 | 11.965 | 11.965 | 11.965 | 12.006 | 12.006 | 11.965 |
| observation->CRsumage-2010 | 11.048 | 11.048 | 11.055 | 11.055 | 11.055 | 11.048 | 11.048 | 11.055 |
| observation->CRsumage-2011 | 12.579 | 12.579 | 12.571 | 12.571 | 12.571 | 12.579 | 12.579 | 12.571 |
| observation->CRsumage-2012 | 17.228 | 17.228 | 17.141 | 17.141 | 17.141 | 17.228 | 17.228 | 17.141 |
| observation->CRsumage-2013 | 11.843 | 11.843 | 11.822 | 11.822 | 11.822 | 11.843 | 11.843 | 11.822 |
| observation->CRsumage-2014 | 11.286 | 11.286 | 11.271 | 11.271 | 11.271 | 11.286 | 11.286 | 11.271 |
| observation->CRsumage-2016 | 9.866 | 9.866 | 9.847 | 9.847 | 9.847 | 9.866 | 9.866 | 9.847 |
| observation->CRsumage-2018 | 11.931 | 11.931 | 11.895 | 11.895 | 11.895 | 11.931 | 11.931 | 11.895 |
| observation->SAsumage-1992 | 12.246 | 12.246 | 12.269 | 12.269 | 12.269 | 12.246 | 12.246 | 12.269 |
| observation->SAsumage-1993 | 12.470 | 12.470 | 12.502 | 12.502 | 12.502 | 12.470 | 12.470 | 12.502 |
| observation->SAsumage-1994 | 10.811 | 10.811 | 10.818 | 10.818 | 10.818 | 10.811 | 10.811 | 10.818 |
| observation->SAsumage-2001 | 12.749 | 12.749 | 12.839 | 12.839 | 12.839 | 12.749 | 12.749 | 12.839 |
| observation->SAsumage-2002 | 12.209 | 12.209 | 12.254 | 12.254 | 12.254 | 12.209 | 12.209 | 12.254 |
| observation->SAsumage-2003 | 13.386 | 13.386 | 13.386 | 13.386 | 13.386 | 13.386 | 13.386 | 13.386 |
| observation->SAsumage-2004 | 11.067 | 11.067 | 11.005 | 11.005 | 11.005 | 11.067 | 11.067 | 11.005 |
| observation->SAsumage-2005 | 15.278 | 15.278 | 15.386 | 15.386 | 15.386 | 15.278 | 15.278 | 15.386 |
| observation->SAsumage-2006 | 14.112 | 14.112 | 14.078 | 14.078 | 14.078 | 14.112 | 14.112 | 14.078 |
| observation->SAsumage-2007 | 10.649 | 10.649 | 10.639 | 10.639 | 10.639 | 10.649 | 10.649 | 10.639 |
| observation->SAsumage-2008 | 13.771 | 13.771 | 13.836 | 13.836 | 13.836 | 13.771 | 13.771 | 13.836 |
| observation->SAsumage-2009 | 15.513 | 15.513 | 15.530 | 15.530 | 15.530 | 15.513 | 15.513 | 15.530 |
| observation->SAsumage-2010 | 15.081 | 15.081 | 15.130 | 15.130 | 15.130 | 15.081 | 15.081 | 15.130 |
| observation->SAsumage-2012 | 13.437 | 13.437 | 13.479 | 13.479 | 13.479 | 13.437 | 13.437 | 13.479 |
| observation->SAsumage-2013 | 11.954 | 11.954 | 11.982 | 11.982 | 11.982 | 11.954 | 11.954 | 11.982 |
| observation->SAsumage-2015 | 13.522 | 13.522 | 13.540 | 13.540 | 13.540 | 13.522 | 13.522 | 13.540 |
| observation->SAsumage-2017 | 12.492 | 12.492 | 12.478 | 12.478 | 12.478 | 12.492 | 12.492 | 12.478 |
| observation->SAautage-1992 | 11.809 | 11.809 | 11.857 | 11.857 | 11.857 | 11.809 | 11.809 | 11.857 |
| observation->SAautage-1996 | 10.449 | 10.449 | 10.426 | 10.426 | 10.426 | 10.449 | 10.449 | 10.426 |
| observation->SAautage-1998 | 12.809 | 12.809 | 12.835 | 12.835 | 12.835 | 12.809 | 12.809 | 12.835 |
| observation->pspawn_1993 | -6.017 | -6.017 | -6.015 | -6.015 | -6.015 | -6.017 | -6.017 | -6.015 |
| observation->pspawn-1992 | -4.848 | -4.848 | -4.829 | -4.829 | -4.829 | -4.848 | -4.848 | -4.829 |
| observation->pspawn-1998 | -8.284 | -8.284 | -8.300 | -8.300 | -8.300 | -8.284 | -8.284 | -8.300 |
| prior->CSacousq->catchability[CSacous].q | -0.849 | -0.849 | -0.839 | -0.839 | -0.839 | -0.849 | -0.849 | -0.839 |
| prior->WCacousq->catchability[WCacous].q | -1.162 | -1.162 | -1.202 | -1.202 | -1.202 | -1.162 | -1.162 | -1.202 |
| prior->CRsumq->catchability[CRsum].q | -2.155 | -2.155 | -2.207 | -2.207 | -2.207 | -2.155 | -2.155 | -2.207 |
| prior->SAsumq->catchability[SAsum].q | -1.762 | -1.762 | -1.557 | -1.557 | -1.557 | -1.762 | -1.762 | -1.557 |
| prior->SAautq->catchability[SAaut].q | -1.913 | -1.913 | -1.762 | -1.762 | -1.762 | -1.913 | -1.913 | -1.762 |
| prior->CR_process_error->observation[CRsumbio].process_error | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->SA_process_error->observation[SAsumbio].process_error | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->B0_E_with_total_log_b0_prior->process[recruit_E].b0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->B0_W_with_proportion_prior->process[recruit_W].b0 | 12.544 | 12.544 | 12.555 | 12.555 | 12.555 | 12.544 | 12.544 | 12.555 |
| prior->M_all->process[Instant_mortality].m{west.sa} | -1.085 | -1.085 | -1.217 | -1.217 | -1.217 | -1.085 | -1.085 | -1.217 |
| prior->Wspsl_shift_param->time_varying[shifted_mu].a | 0.420 | 0.420 | 0.378 | 0.378 | 0.378 | 0.420 | 0.420 | 0.378 |
| prior->YCS_E->process[recruit_E].ycs_values{1975} | -0.624 | -0.624 | -0.623 | -0.623 | -0.623 | -0.624 | -0.624 | -0.623 |
| prior->YCS_E->process[recruit_E].ycs_values{1976} | -0.316 | -0.316 | -0.319 | -0.319 | -0.319 | -0.316 | -0.316 | -0.319 |
| prior->YCS_E->process[recruit_E].ycs_values{1977} | -0.227 | -0.227 | -0.238 | -0.238 | -0.238 | -0.227 | -0.227 | -0.238 |
| prior->YCS_E->process[recruit_E].ycs_values{1978} | 0.654 | 0.654 | 0.615 | 0.615 | 0.615 | 0.654 | 0.654 | 0.615 |
| prior->YCS_E->process[recruit_E].ycs_values{1979} | 0.084 | 0.084 | 0.062 | 0.062 | 0.062 | 0.084 | 0.084 | 0.062 |
| prior->YCS_E->process[recruit_E].ycs_values{1980} | -0.630 | -0.630 | -0.627 | -0.627 | -0.627 | -0.630 | -0.630 | -0.627 |
| prior->YCS_E->process[recruit_E].ycs_values{1981} | -0.619 | -0.619 | -0.623 | -0.623 | -0.623 | -0.619 | -0.619 | -0.623 |
| prior->YCS_E->process[recruit_E].ycs_values{1982} | -0.550 | -0.550 | -0.542 | -0.542 | -0.542 | -0.550 | -0.550 | -0.542 |
| prior->YCS_E->process[recruit_E].ycs_values{1983} | -0.627 | -0.627 | -0.630 | -0.630 | -0.630 | -0.627 | -0.627 | -0.630 |
| prior->YCS_E->process[recruit_E].ycs_values{1984} | -0.591 | -0.591 | -0.596 | -0.596 | -0.596 | -0.591 | -0.591 | -0.596 |
| prior->YCS_E->process[recruit_E].ycs_values{1985} | -0.641 | -0.641 | -0.642 | -0.642 | -0.642 | -0.641 | -0.641 | -0.642 |
| prior->YCS_E->process[recruit_E].ycs_values{1986} | -0.408 | -0.408 | -0.400 | -0.400 | -0.400 | -0.408 | -0.408 | -0.400 |
| prior->YCS_E->process[recruit_E].ycs_values{1987} | 0.142 | 0.142 | 0.135 | 0.135 | 0.135 | 0.142 | 0.142 | 0.135 |
| prior->YCS_E->process[recruit_E].ycs_values{1988} | 0.026 | 0.026 | 0.019 | 0.019 | 0.019 | 0.026 | 0.026 | 0.019 |
| prior->YCS_E->process[recruit_E].ycs_values{1989} | -0.631 | -0.631 | -0.632 | -0.632 | -0.632 | -0.631 | -0.631 | -0.632 |
| prior->YCS_E->process[recruit_E].ycs_values{1990} | 0.159 | 0.159 | 0.158 | 0.158 | 0.158 | 0.159 | 0.159 | 0.158 |
| prior->YCS_E->process[recruit_E].ycs_values{1991} | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 |
| prior->YCS_E->process[recruit_E].ycs_values{1992} | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 |
| prior->YCS_E->process[recruit_E].ycs_values{1993} | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 |
| prior->YCS_E->process[recruit_E].ycs_values{1994} | -0.530 | -0.530 | -0.525 | -0.525 | -0.525 | -0.530 | -0.530 | -0.525 |
| prior->YCS_E->process[recruit_E].ycs_values{1995} | -0.534 | -0.534 | -0.538 | -0.538 | -0.538 | -0.534 | -0.534 | -0.538 |
| prior->YCS_E->process[recruit_E].ycs_values{1996} | -0.574 | -0.574 | -0.577 | -0.577 | -0.577 | -0.574 | -0.574 | -0.577 |
| prior->YCS_E->process[recruit_E].ycs_values{1997} | -0.623 | -0.623 | -0.622 | -0.622 | -0.622 | -0.623 | -0.623 | -0.622 |
| prior->YCS_E->process[recruit_E].ycs_values{1998} | -0.512 | -0.512 | -0.513 | -0.513 | -0.513 | -0.512 | -0.512 | -0.513 |
| prior->YCS_E->process[recruit_E].ycs_values{1999} | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 |
| prior->YCS_E->process[recruit_E].ycs_values{2000} | -0.616 | -0.616 | -0.614 | -0.614 | -0.614 | -0.616 | -0.616 | -0.614 |
| prior->YCS_E->process[recruit_E].ycs_values{2001} | -0.065 | -0.065 | -0.071 | -0.071 | -0.071 | -0.065 | -0.065 | -0.071 |
| prior->YCS_E->process[recruit_E].ycs_values{2002} | -0.543 | -0.543 | -0.545 | -0.545 | -0.545 | -0.543 | -0.543 | -0.545 |
| prior->YCS_E->process[recruit_E].ycs_values{2003} | -0.586 | -0.586 | -0.585 | -0.585 | -0.585 | -0.586 | -0.586 | -0.585 |
| prior->YCS_E->process[recruit_E].ycs_values{2004} | -0.568 | -0.568 | -0.568 | -0.568 | -0.568 | -0.568 | -0.568 | -0.568 |
| prior->YCS_E->process[recruit_E].ycs_values{2005} | -0.579 | -0.579 | -0.578 | -0.578 | -0.578 | -0.579 | -0.579 | -0.578 |
| prior->YCS_E->process[recruit_E].ycs_values{2006} | -0.483 | -0.483 | -0.482 | -0.482 | -0.482 | -0.483 | -0.483 | -0.482 |
| prior->YCS_E->process[recruit_E].ycs_values{2007} | -0.567 | -0.567 | -0.566 | -0.566 | -0.566 | -0.567 | -0.567 | -0.566 |
| prior->YCS_E->process[recruit_E].ycs_values{2008} | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 |
| prior->YCS_E->process[recruit_E].ycs_values{2009} | -0.561 | -0.561 | -0.562 | -0.562 | -0.562 | -0.561 | -0.561 | -0.562 |
| prior->YCS_E->process[recruit_E].ycs_values{2010} | -0.031 | -0.031 | -0.046 | -0.046 | -0.046 | -0.031 | -0.031 | -0.046 |
| prior->YCS_E->process[recruit_E].ycs_values{2011} | -0.408 | -0.408 | -0.408 | -0.408 | -0.408 | -0.408 | -0.408 | -0.408 |
| prior->YCS_E->process[recruit_E].ycs_values{2012} | -0.019 | -0.019 | -0.023 | -0.023 | -0.023 | -0.019 | -0.019 | -0.023 |
| prior->YCS_E->process[recruit_E].ycs_values{2013} | -0.238 | -0.238 | -0.242 | -0.242 | -0.242 | -0.238 | -0.238 | -0.242 |
| prior->YCS_E->process[recruit_E].ycs_values{2014} | -0.317 | -0.317 | -0.314 | -0.314 | -0.314 | -0.317 | -0.317 | -0.314 |
| prior->YCS_E->process[recruit_E].ycs_values{2015} | -0.279 | -0.279 | -0.302 | -0.302 | -0.302 | -0.279 | -0.279 | -0.302 |
| prior->YCS_E->process[recruit_E].ycs_values{2016} | 0.363 | 0.363 | 0.373 | 0.373 | 0.373 | 0.363 | 0.363 | 0.373 |
| prior->YCS_W->process[recruit_W].ycs_values{1975} | -0.616 | -0.616 | -0.617 | -0.617 | -0.617 | -0.616 | -0.616 | -0.617 |
| prior->YCS_W->process[recruit_W].ycs_values{1976} | -0.195 | -0.195 | -0.184 | -0.184 | -0.184 | -0.195 | -0.195 | -0.184 |
| prior->YCS_W->process[recruit_W].ycs_values{1977} | -0.376 | -0.376 | -0.396 | -0.396 | -0.396 | -0.376 | -0.376 | -0.396 |
| prior->YCS_W->process[recruit_W].ycs_values{1978} | -0.396 | -0.396 | -0.417 | -0.417 | -0.417 | -0.396 | -0.396 | -0.417 |
| prior->YCS_W->process[recruit_W].ycs_values{1979} | -0.607 | -0.607 | -0.612 | -0.612 | -0.612 | -0.607 | -0.607 | -0.612 |
| prior->YCS_W->process[recruit_W].ycs_values{1980} | -0.567 | -0.567 | -0.573 | -0.573 | -0.573 | -0.567 | -0.567 | -0.573 |
| prior->YCS_W->process[recruit_W].ycs_values{1981} | -0.502 | -0.502 | -0.508 | -0.508 | -0.508 | -0.502 | -0.502 | -0.508 |
| prior->YCS_W->process[recruit_W].ycs_values{1982} | -0.606 | -0.606 | -0.607 | -0.607 | -0.607 | -0.606 | -0.606 | -0.607 |
| prior->YCS_W->process[recruit_W].ycs_values{1983} | -0.109 | -0.109 | -0.111 | -0.111 | -0.111 | -0.109 | -0.109 | -0.111 |
| prior->YCS_W->process[recruit_W].ycs_values{1984} | -0.163 | -0.163 | -0.163 | -0.163 | -0.163 | -0.163 | -0.163 | -0.163 |
| prior->YCS_W->process[recruit_W].ycs_values{1985} | -0.619 | -0.619 | -0.620 | -0.620 | -0.620 | -0.619 | -0.619 | -0.620 |
| prior->YCS_W->process[recruit_W].ycs_values{1986} | -0.098 | -0.098 | -0.098 | -0.098 | -0.098 | -0.098 | -0.098 | -0.098 |
| prior->YCS_W->process[recruit_W].ycs_values{1987} | 0.788 | 0.788 | 0.782 | 0.782 | 0.782 | 0.788 | 0.788 | 0.782 |
| prior->YCS_W->process[recruit_W].ycs_values{1988} | -0.252 | -0.252 | -0.255 | -0.255 | -0.255 | -0.252 | -0.252 | -0.255 |
| prior->YCS_W->process[recruit_W].ycs_values{1989} | 1.207 | 1.207 | 1.211 | 1.211 | 1.211 | 1.207 | 1.207 | 1.211 |
| prior->YCS_W->process[recruit_W].ycs_values{1990} | 1.197 | 1.197 | 1.204 | 1.204 | 1.204 | 1.197 | 1.197 | 1.204 |
| prior->YCS_W->process[recruit_W].ycs_values{1991} | -0.081 | -0.081 | -0.080 | -0.080 | -0.080 | -0.081 | -0.081 | -0.080 |
| prior->YCS_W->process[recruit_W].ycs_values{1992} | 0.480 | 0.480 | 0.480 | 0.480 | 0.480 | 0.480 | 0.480 | 0.480 |
| prior->YCS_W->process[recruit_W].ycs_values{1993} | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 |
| prior->YCS_W->process[recruit_W].ycs_values{1994} | 0.014 | 0.014 | 0.020 | 0.020 | 0.020 | 0.014 | 0.014 | 0.020 |
| prior->YCS_W->process[recruit_W].ycs_values{1995} | -0.410 | -0.410 | -0.413 | -0.413 | -0.413 | -0.410 | -0.410 | -0.413 |
| prior->YCS_W->process[recruit_W].ycs_values{1996} | -0.301 | -0.301 | -0.306 | -0.306 | -0.306 | -0.301 | -0.301 | -0.306 |
| prior->YCS_W->process[recruit_W].ycs_values{1997} | -0.466 | -0.466 | -0.471 | -0.471 | -0.471 | -0.466 | -0.466 | -0.471 |
| prior->YCS_W->process[recruit_W].ycs_values{1998} | -0.322 | -0.322 | -0.334 | -0.334 | -0.334 | -0.322 | -0.322 | -0.334 |
| prior->YCS_W->process[recruit_W].ycs_values{1999} | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 | 2.014 |
| prior->YCS_W->process[recruit_W].ycs_values{2000} | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 | -0.643 |
| prior->YCS_W->process[recruit_W].ycs_values{2001} | 0.856 | 0.856 | 0.846 | 0.846 | 0.846 | 0.856 | 0.856 | 0.846 |
| prior->YCS_W->process[recruit_W].ycs_values{2002} | -0.222 | -0.222 | -0.222 | -0.222 | -0.222 | -0.222 | -0.222 | -0.222 |
| prior->YCS_W->process[recruit_W].ycs_values{2003} | -0.612 | -0.612 | -0.612 | -0.612 | -0.612 | -0.612 | -0.612 | -0.612 |
| prior->YCS_W->process[recruit_W].ycs_values{2004} | -0.570 | -0.570 | -0.571 | -0.571 | -0.571 | -0.570 | -0.570 | -0.571 |
| prior->YCS_W->process[recruit_W].ycs_values{2005} | -0.574 | -0.574 | -0.576 | -0.576 | -0.576 | -0.574 | -0.574 | -0.576 |
| prior->YCS_W->process[recruit_W].ycs_values{2006} | -0.280 | -0.280 | -0.279 | -0.279 | -0.279 | -0.280 | -0.280 | -0.279 |
| prior->YCS_W->process[recruit_W].ycs_values{2007} | -0.438 | -0.438 | -0.436 | -0.436 | -0.436 | -0.438 | -0.438 | -0.436 |
| prior->YCS_W->process[recruit_W].ycs_values{2008} | -0.464 | -0.464 | -0.463 | -0.463 | -0.463 | -0.464 | -0.464 | -0.463 |
| prior->YCS_W->process[recruit_W].ycs_values{2009} | -0.514 | -0.514 | -0.508 | -0.508 | -0.508 | -0.514 | -0.514 | -0.508 |
| prior->YCS_W->process[recruit_W].ycs_values{2010} | 0.071 | 0.071 | 0.078 | 0.078 | 0.078 | 0.071 | 0.071 | 0.078 |
| prior->YCS_W->process[recruit_W].ycs_values{2011} | 0.031 | 0.031 | 0.043 | 0.043 | 0.043 | 0.031 | 0.031 | 0.043 |
| prior->YCS_W->process[recruit_W].ycs_values{2012} | -0.050 | -0.050 | -0.059 | -0.059 | -0.059 | -0.050 | -0.050 | -0.059 |
| prior->YCS_W->process[recruit_W].ycs_values{2013} | -0.489 | -0.489 | -0.490 | -0.490 | -0.490 | -0.489 | -0.489 | -0.490 |
| prior->YCS_W->process[recruit_W].ycs_values{2014} | 1.730 | 1.730 | 1.742 | 1.742 | 1.742 | 1.730 | 1.730 | 1.742 |
| prior->YCS_W->process[recruit_W].ycs_values{2015} | 1.681 | 1.681 | 1.687 | 1.687 | 1.687 | 1.681 | 1.681 | 1.687 |
| prior->YCS_W->process[recruit_W].ycs_values{2016} | 0.363 | 0.363 | 0.373 | 0.373 | 0.373 | 0.363 | 0.363 | 0.373 |
| prior->sel_Whome->selectivity[sel_Whome].v{1} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Whome->selectivity[sel_Whome].v{2} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Whome->selectivity[sel_Whome].v{3} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Whome->selectivity[sel_Whome].v{4} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Whome->selectivity[sel_Whome].v{5} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Whome->selectivity[sel_Whome].v{6} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Whome->selectivity[sel_Whome].v{7} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{1} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{2} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{3} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{4} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{5} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{6} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{7} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Espmg_male->selectivity[sel_Espmg].v{8} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{1} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{2} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{3} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{4} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{5} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{6} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{7} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->sel_Wspmg_male->selectivity[sel_Wspmg].v{8} | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Enspsl_mu->selectivity[Enspsl].mu | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Enspsl_s_l->selectivity[Enspsl].sigma_l | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Enspsl_s_r->selectivity[Enspsl].sigma_r | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Wnspsl_mu->selectivity[Wnspsl].mu | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Wnspsl_s_l->selectivity[Wnspsl].sigma_l | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Wnspsl_s_r->selectivity[Wnspsl].sigma_r | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Espsl_mu->selectivity[Espsl].mu | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Espsl_s_l->selectivity[Espsl].sigma_l | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->Espsl_s_r->selectivity[Espsl].sigma_r | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->CRsl_mu->selectivity[CRsl].mu | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->CRsl_s_l->selectivity[CRsl].sigma_l | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->CRsl_s_r->selectivity[CRsl].sigma_r | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->SAsl_mu->selectivity[SAsl].mu | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->SAsl_s_l->selectivity[SAsl].sigma_l | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| prior->SAsl_s_r->selectivity[SAsl].sigma_r | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| additional_prior->YCS.eq.16 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| additional_prior->sp.migr | 0.009 | 0.009 | 0.013 | 0.013 | 0.013 | 0.009 | 0.009 | 0.013 |
| jacobian->log_sum_b0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| total_negloglike | 1946.810 | 1946.810 | 1946.540 | 1946.540 | 1946.540 | 1946.810 | 1946.810 | 1946.540 |
## [1] "CASAL base model convergence information"
## [1] "fmm: have converged: t = 8.24015e-007 f = 1946.54"
## [2] "Successful convergence in optimise"
## [3] "Minimiser achieved convergence after 599 quasi-Newton iterations using 669 objective function evaluations"
## [1] ""
## [1] "CASAL sensitivity 1 model convergence information"
## [1] "fmm: step size too small. Indicates successful convergence (though this is not the textbook ideal convergence situation)"
## [2] "Successful convergence in optimise"
## [3] "Minimiser achieved convergence after 665 quasi-Newton iterations using 765 objective function evaluations"
## [1] ""
## [1] "Casal2 betadiff_casal_flags_on model convergence information"
## [1] "fmm: have converged: t = 9.33053e-07 f = 1946.81"
## [2] "Successful convergence in optimise"
## [1] ""
## [1] "Casal2 betadiff_casal_flags_off model convergence information"
## [1] "fmm: have converged: t = 8.43464e-07 f = 1946.81"
## [2] "Successful convergence in optimise"
## [1] ""
## [1] "Casal2 betadiff_casal_flags_on_low_tol model convergence information"
## [1] "fmm: step size too small. Indicates successful convergence (though this is not the textbook ideal convergence situation)"
## [2] "Successful convergence in optimise"
## [1] ""
## [1] "Casal2 cppad_casal_flags_on model convergence information"
## [1] "Number of nonzeros in equality constraint Jacobian...: 0"
## [2] "Number of nonzeros in inequality constraint Jacobian.: 133"
## [3] "Number of nonzeros in Lagrangian Hessian.............: 8911"
## [4] "Number of Iterations....: 72"
## [5] "Number of objective function evaluations = 113"
## [6] "Number of objective gradient evaluations = 73"
## [7] "Number of equality constraint evaluations = 0"
## [8] "Number of inequality constraint evaluations = 113"
## [9] "Number of equality constraint Jacobian evaluations = 0"
## [10] "Number of inequality constraint Jacobian evaluations = 73"
## [11] "Number of Lagrangian Hessian evaluations = 72"
## [12] "EXIT: Optimal Solution Found."
## [1] ""
## [1] "Casal2 cppad_casal_flags_off model convergence information"
## [1] "Number of nonzeros in equality constraint Jacobian...: 0"
## [2] "Number of nonzeros in inequality constraint Jacobian.: 133"
## [3] "Number of nonzeros in Lagrangian Hessian.............: 8911"
## [4] "Number of Iterations....: 72"
## [5] "Number of objective function evaluations = 109"
## [6] "Number of objective gradient evaluations = 73"
## [7] "Number of equality constraint evaluations = 0"
## [8] "Number of inequality constraint evaluations = 109"
## [9] "Number of equality constraint Jacobian evaluations = 0"
## [10] "Number of inequality constraint Jacobian evaluations = 73"
## [11] "Number of Lagrangian Hessian evaluations = 72"
## [12] "EXIT: Optimal Solution Found."
## [1] ""
## [1] "Casal2 adolc_casal_flags_on model convergence information"
## character(0)
## [1] ""
## [1] "Casal2 adolc_casal_flags_off model convergence information"
## character(0)
## [1] ""
## [1] "Casal2 adolc_casal_flags_on_low_tol model convergence information"
## character(0)
## [1] "CASAL model warnings"
## parameter estimate lower.bound upper.bound
## 1 recruitment[E].YCS[25] 0.06 0.06 8.6
## 2 recruitment[W].YCS[25] 0.06 0.06 8.6
## 3 selectivity[CRsl].all[1] 1 1 17
## 4 selectivity[CRsl].all[2] 1 1 50
## [1] ""
## [1] "CASAL sensitivity 1 model warnings"
## parameter estimate lower.bound upper.bound
## 1 recruitment[E].YCS[25] 0.06 0.06 8.6
## 2 recruitment[W].YCS[25] 0.06 0.06 8.6
## 3 selectivity[CRsl].all[1] 1 1 17
## 4 selectivity[CRsl].all[2] 1 1 50
## [1] ""
## [1] "Casal2 betadiff_casal_flags_on model warnings"
## $warnings_found
## [1] 10
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[sel_Whome].v{7}' was within 0.001 of upper bound 1"
##
## $warning_6
## [1] "estimated parameter 'selectivity[Enspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_7
## [1] "estimated parameter 'selectivity[Wnspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_8
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $warning_9
## [1] "estimated parameter 'selectivity[SAsl].sigma_r' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 betadiff_casal_flags_off model warnings"
## $warnings_found
## [1] 9
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[sel_Whome].v{7}' was within 0.001 of upper bound 1"
##
## $warning_6
## [1] "estimated parameter 'selectivity[Enspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_7
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $warning_8
## [1] "estimated parameter 'selectivity[SAsl].sigma_r' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 betadiff_casal_flags_on_low_tol model warnings"
## $warnings_found
## [1] 6
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 cppad_casal_flags_on model warnings"
## $warnings_found
## [1] 6
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 cppad_casal_flags_off model warnings"
## $warnings_found
## [1] 6
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 adolc_casal_flags_on model warnings"
## $warnings_found
## [1] 10
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[sel_Whome].v{7}' was within 0.001 of upper bound 1"
##
## $warning_6
## [1] "estimated parameter 'selectivity[Enspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_7
## [1] "estimated parameter 'selectivity[Wnspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_8
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $warning_9
## [1] "estimated parameter 'selectivity[SAsl].sigma_r' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 adolc_casal_flags_off model warnings"
## $warnings_found
## [1] 10
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[sel_Whome].v{7}' was within 0.001 of upper bound 1"
##
## $warning_6
## [1] "estimated parameter 'selectivity[Enspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_7
## [1] "estimated parameter 'selectivity[Wnspsl].sigma_r' was within 0.001 of upper bound 50"
##
## $warning_8
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $warning_9
## [1] "estimated parameter 'selectivity[SAsl].sigma_r' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
##
## [1] ""
## [1] "Casal2 adolc_casal_flags_on_low_tol model warnings"
## $warnings_found
## [1] 6
##
## $warning_0
## [1] "Estimates were removed because of matching lower and upper bounds. Originally had 134 estimates, now have 133"
##
## $warning_1
## [1] "estimated parameter 'process[recruit_E].b0' was within 0.001 of upper bound 16.2"
##
## $warning_2
## [1] "estimated parameter 'process[recruit_W].b0' was within 0.001 of upper bound 0.59"
##
## $warning_3
## [1] "estimated parameter 'process[recruit_E].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_4
## [1] "estimated parameter 'process[recruit_W].ycs_values{1999}' was within 0.001 of lower bound 0.06"
##
## $warning_5
## [1] "estimated parameter 'selectivity[CRsl].mu' was within 0.001 of lower bound 1"
##
## $type
## [1] "warnings"
Time series comparisons with CASAL base model results
## [1] "Catch time series base model comparison for run betadiff_casal_flags_on"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run betadiff_casal_flags_off"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run betadiff_casal_flags_on_low_tol"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run cppad_casal_flags_on"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run cppad_casal_flags_off"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run adolc_casal_flags_on"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run adolc_casal_flags_off"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
## [1] "Catch time series base model comparison for run adolc_casal_flags_on_low_tol"
## [1] "Actual catches for Ensp1 match: yes"
## [1] "Actual catches for Wnsp1 match: yes"
## [1] "Actual catches for Ensp2 match: yes"
## [1] "Actual catches for Wnsp2 match: yes"
## [1] "Actual catches for Esp match: yes"
## [1] "Actual catches for Wsp match: yes"
## [1] ""
Derived quantities
SB0, SBcurrent, MSY, F_MSY, others...
Comparison plots
## [1] "CASAL base parameter correlation range (excluding 1.0): -0.9914 0.9969"
## [1] "CASAL sensitivity 1 parameter correlation range (excluding 1.0): -0.9324 0.9968"
## [1] "Casal2 betadiff_casal_flags_on parameter correlation range (excluding 1.0): -0.884821842084893 0.996596544550815"
## [1] "Casal2 betadiff_casal_flags_off parameter correlation range (excluding 1.0): -0.88701592973904 0.996724756023279"
## [1] "Casal2 betadiff_casal_flags_on_low_tol parameter correlation range (excluding 1.0): -0.937968683348876 0.996618379611581"
## [1] "Casal2 cppad_casal_flags_on parameter correlation range (excluding 1.0): 0 0"
## [1] "Casal2 cppad_casal_flags_off parameter correlation range (excluding 1.0): 0 0"
## [1] "Casal2 adolc_casal_flags_on parameter correlation range (excluding 1.0): -0.891425610689569 0.996661761296964"
## [1] "Casal2 adolc_casal_flags_off parameter correlation range (excluding 1.0): -0.875107150272031 0.996550158370455"
## [1] "Casal2 adolc_casal_flags_on_low_tol parameter correlation range (excluding 1.0): -0.936246952330836 0.996700193859853"